Meta Platforms, Inc. (META)
SIC breadcrumb: Services > Business Services > SIC 7370 Services-Computer Programming, Data Processing, Etc.
SEC company page: https://www.sec.gov/edgar/browse/?CIK=1326801. Latest filing source: 0001628280-26-003942.
Informational only - descriptive public-record data, not investment advice.
Selected Fundamentals
| Metric | Value | Unit | FY | Filed |
|---|---|---|---|---|
| Revenue | 200,966,000,000 | USD | 2025 | 2026-01-29 |
| Net income | 60,458,000,000 | USD | 2025 | 2026-01-29 |
| Assets | 366,021,000,000 | USD | 2025 | 2026-01-29 |
Financials
Annual standardized facts from SEC companyfacts as of latest extracted filing date 2026-01-29. Source: https://data.sec.gov/api/xbrl/companyfacts/CIK0001326801.json. Derived margins, ratios, and free cash flow are computed from the extracted annual SEC facts.
| Metric | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 |
|---|---|---|---|---|---|---|---|---|---|---|
| Revenue | 27,638,000,000 | 40,653,000,000 | 55,838,000,000 | 70,697,000,000 | 85,965,000,000 | 117,929,000,000 | 116,609,000,000 | 134,902,000,000 | 164,501,000,000 | 200,966,000,000 |
| Net income | 10,217,000,000 | 15,934,000,000 | 22,112,000,000 | 18,485,000,000 | 29,146,000,000 | 39,370,000,000 | 23,200,000,000 | 39,098,000,000 | 62,360,000,000 | 60,458,000,000 |
| Operating income | 12,427,000,000 | 20,203,000,000 | 24,913,000,000 | 23,986,000,000 | 32,671,000,000 | 46,753,000,000 | 28,944,000,000 | 46,751,000,000 | 69,380,000,000 | 83,276,000,000 |
| Diluted EPS | 3.49 | 5.39 | 7.57 | 6.43 | 10.09 | 13.77 | 8.59 | 14.87 | 23.86 | 23.49 |
| Operating cash flow | 16,108,000,000 | 24,216,000,000 | 29,274,000,000 | 36,314,000,000 | 38,747,000,000 | 57,683,000,000 | 50,475,000,000 | 71,113,000,000 | 91,328,000,000 | 115,800,000,000 |
| Capital expenditures | 4,491,000,000 | 6,733,000,000 | 13,915,000,000 | 15,102,000,000 | 15,163,000,000 | 18,690,000,000 | 31,186,000,000 | 27,045,000,000 | 37,256,000,000 | 69,691,000,000 |
| Dividends paid | 0.00 | 0.00 | 5,072,000,000 | 5,324,000,000 | ||||||
| Share buybacks | 0.00 | 1,976,000,000 | 12,879,000,000 | 4,202,000,000 | 6,272,000,000 | 44,537,000,000 | 27,956,000,000 | 19,774,000,000 | 30,125,000,000 | 26,248,000,000 |
| Assets | 64,961,000,000 | 84,524,000,000 | 97,334,000,000 | 133,376,000,000 | 159,316,000,000 | 165,987,000,000 | 185,727,000,000 | 229,623,000,000 | 276,054,000,000 | 366,021,000,000 |
| Liabilities | 5,767,000,000 | 10,177,000,000 | 13,207,000,000 | 32,322,000,000 | 31,026,000,000 | 41,108,000,000 | 60,014,000,000 | 76,455,000,000 | 93,417,000,000 | 148,778,000,000 |
| Stockholders' equity | 59,194,000,000 | 74,347,000,000 | 84,127,000,000 | 101,054,000,000 | 128,290,000,000 | 124,879,000,000 | 125,713,000,000 | 153,168,000,000 | 182,637,000,000 | 217,243,000,000 |
| Cash and cash equivalents | 8,903,000,000 | 8,079,000,000 | 10,019,000,000 | 19,079,000,000 | 17,576,000,000 | 16,601,000,000 | 14,681,000,000 | 41,862,000,000 | 43,889,000,000 | 35,873,000,000 |
| Free cash flow | 11,617,000,000 | 17,483,000,000 | 15,359,000,000 | 21,212,000,000 | 23,584,000,000 | 38,993,000,000 | 19,289,000,000 | 44,068,000,000 | 54,072,000,000 | 46,109,000,000 |
Ratios
| Metric | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 |
|---|---|---|---|---|---|---|---|---|---|---|
| Net margin | 36.97% | 39.20% | 39.60% | 26.15% | 33.90% | 33.38% | 19.90% | 28.98% | 37.91% | 30.08% |
| Operating margin | 44.96% | 49.70% | 44.62% | 33.93% | 38.01% | 39.65% | 24.82% | 34.66% | 42.18% | 41.44% |
| Return on equity | 17.26% | 21.43% | 26.28% | 18.29% | 22.72% | 31.53% | 18.45% | 25.53% | 34.14% | 27.83% |
| Return on assets | 15.73% | 18.85% | 22.72% | 13.86% | 18.29% | 23.72% | 12.49% | 17.03% | 22.59% | 16.52% |
| Liabilities / equity | 0.10 | 0.14 | 0.16 | 0.32 | 0.24 | 0.33 | 0.48 | 0.50 | 0.51 | 0.68 |
| Current ratio | 11.97 | 12.92 | 7.19 | 4.40 | 5.05 | 3.15 | 2.20 | 2.67 | 2.98 | 2.60 |
Financial Charts
Quarterly
Quarterly standardized facts from SEC companyfacts as of latest extracted filing date 2026-04-30. Source: https://data.sec.gov/api/xbrl/companyfacts/CIK0001326801.json.
| Quarter | End Date | Revenue | Net Income | Diluted EPS | Method |
|---|---|---|---|---|---|
| 2022-Q2 | 2022-06-30 | 2.46 | reported discrete quarter | ||
| 2022-Q3 | 2022-09-30 | 1.64 | reported discrete quarter | ||
| 2023-Q1 | 2023-03-31 | 2.20 | reported discrete quarter | ||
| 2023-Q2 | 2023-06-30 | 31,999,000,000 | 7,788,000,000 | 2.98 | reported discrete quarter |
| 2023-Q3 | 2023-09-30 | 34,146,000,000 | 11,583,000,000 | 4.39 | reported discrete quarter |
| 2023-Q4 | 2023-12-31 | 40,111,000,000 | 14,017,000,000 | derived Q4 = FY annual - nine-month YTD | |
| 2024-Q1 | 2024-03-31 | 36,455,000,000 | 12,369,000,000 | 4.71 | reported discrete quarter |
| 2024-Q2 | 2024-06-30 | 39,071,000,000 | 13,465,000,000 | 5.16 | reported discrete quarter |
| 2024-Q3 | 2024-09-30 | 40,589,000,000 | 15,688,000,000 | 6.03 | reported discrete quarter |
| 2024-Q4 | 2024-12-31 | 48,385,000,000 | 20,838,000,000 | derived Q4 = FY annual - nine-month YTD | |
| 2025-Q1 | 2025-03-31 | 42,314,000,000 | 16,644,000,000 | 6.43 | reported discrete quarter |
| 2025-Q2 | 2025-06-30 | 47,516,000,000 | 18,337,000,000 | 7.14 | reported discrete quarter |
| 2025-Q3 | 2025-09-30 | 51,242,000,000 | 2,709,000,000 | 1.05 | reported discrete quarter |
| 2025-Q4 | 2025-12-31 | 59,893,000,000 | 22,768,000,000 | derived Q4 = FY annual - nine-month YTD | |
| 2026-Q1 | 2026-03-31 | 56,311,000,000 | 26,773,000,000 | 10.44 | reported discrete quarter |
Quarterly Charts
Macro Cross-References
- CPIAUCSL - Consumer Price Index for All Urban Consumers: All Items in U.S. City Average
- UNRATE - Unemployment Rate
- FEDFUNDS - Federal Funds Effective Rate
- CES0500000003 - Average Hourly Earnings of All Employees, Total Private
- DFEDTARU - Federal Funds Target Range - Upper Limit
- DFEDTARL - Federal Funds Target Range - Lower Limit
- DGS3MO - Market Yield on U.S. Treasury Securities at 3-Month Constant Maturity
- DGS2 - Market Yield on U.S. Treasury Securities at 2-Year Constant Maturity
- DGS10 - Market Yield on U.S. Treasury Securities at 10-Year Constant Maturity
- DGS30 - Market Yield on U.S. Treasury Securities at 30-Year Constant Maturity
- T10Y2Y - 10-Year Treasury Constant Maturity Minus 2-Year Treasury Constant Maturity
- CPILFESL - Consumer Price Index for All Urban Consumers: All Items Less Food and Energy
- CPIUFDSL - Consumer Price Index for All Urban Consumers: Food
- CPIENGSL - Consumer Price Index for All Urban Consumers: Energy
- CUSR0000SAH1 - Consumer Price Index for All Urban Consumers: Shelter
- PCEPI - Personal Consumption Expenditures: Chain-type Price Index
- PCEPILFE - Personal Consumption Expenditures Excluding Food and Energy: Chain-type Price Index
- PPIACO - Producer Price Index by Commodity: All Commodities
- T10YIE - 10-Year Breakeven Inflation Rate
- U6RATE - Total Unemployed, Plus All Marginally Attached Workers Plus Total Employed Part Time for Economic Reasons
- PAYEMS - All Employees, Total Nonfarm
- CIVPART - Labor Force Participation Rate
- EMRATIO - Employment-Population Ratio
- UNEMPLOY - Unemployed
- CE16OV - Employment Level
- ICSA - Initial Claims
- JTSJOL - Job Openings: Total Nonfarm
- JTSQUR - Quits: Total Nonfarm
- GDPC1 - Real Gross Domestic Product
- A191RL1Q225SBEA - Real Gross Domestic Product: Percent Change from Preceding Period
- INDPRO - Industrial Production: Total Index
- TCU - Capacity Utilization: Total Index
- HOUST - New Privately-Owned Housing Units Started: Total Units
- PERMIT - New Privately-Owned Housing Units Authorized in Permit-Issuing Places: Total Units
- RSAFS - Advance Retail Sales: Retail Trade
- PCE - Personal Consumption Expenditures
- DSPIC96 - Real Disposable Personal Income
- PSAVERT - Personal Saving Rate
- M2SL - M2
- BOPGSTB - U.S. International Trade in Goods and Services: Balance
- MSPUS - Median Sales Price of Houses Sold for the United States
- HSN1F - New One Family Houses Sold: United States
- RHORUSQ156N - Homeownership Rate in the United States
- TTLCONS - Total Construction Spending: Total Construction in the United States
- RRVRUSQ156N - Rental Vacancy Rate in the United States
- TOTALSL - Total Consumer Credit Owned and Securitized
- REVOLSL - Revolving Consumer Credit Owned and Securitized
- DRCCLACBS - Delinquency Rate on Credit Card Loans, All Commercial Banks
- GDP - Gross Domestic Product
- GPDI - Gross Private Domestic Investment
- GCE - Government Consumption Expenditures and Gross Investment
- PCEC - Personal Consumption Expenditures
- NETEXP - Net Exports of Goods and Services
- GFDEBTN - Federal Debt: Total Public Debt
- GFDEGDQ188S - Federal Debt: Total Public Debt as Percent of Gross Domestic Product
- FYFSD - Federal Surplus or Deficit
- FGRECPT - Federal Government Current Receipts
- FGEXPND - Federal Government: Current Expenditures
- MANEMP - All Employees, Manufacturing
- USCONS - All Employees, Construction
- USTRADE - All Employees, Retail Trade
- USFIRE - All Employees, Financial Activities
- USGOVT - All Employees, Government
- AWHAETP - Average Weekly Hours of All Employees, Total Private
- DGORDER - Manufacturers' New Orders: Durable Goods
- NEWORDER - Manufacturers' New Orders: Nondefense Capital Goods Excluding Aircraft
- BUSINV - Total Business Inventories
- EXPGS - Exports of Goods and Services
- IMPGS - Imports of Goods and Services
- IR - Import Price Index (End Use): All Commodities
- PPIFIS - Producer Price Index by Commodity: Final Demand
Latest quarter (10-Q)
Latest 10-Q source: 0001628280-26-028526.
Item 2.Management's Discussion and Analysis of Financial Condition and Results of Operations
You should read the following discussion of our financial condition and results of operations in conjunction with our condensed consolidated financial statements and the related notes included elsewhere in this Quarterly Report on Form 10-Q and with our audited consolidated financial statements included in our Annual Report on Form 10-K for the year ended December 31, 2025, as filed with the Securities and Exchange Commission. In addition to our historical condensed consolidated financial information, the following discussion contains forward-looking statements that reflect our plans, estimates, and beliefs. Our actual results could differ materially from those discussed in the forward-looking statements. Factors that could cause or contribute to these differences include those discussed below and elsewhere in this Quarterly Report on Form 10-Q, particularly in Part II, Item 1A, "Risk Factors." For a discussion of limitations in the measurement of our Family metrics, see the section entitled "Limitations of Key Metrics and Other Data" in this Quarterly Report on Form 10-Q.
To supplement our condensed consolidated financial statements, which are prepared and presented in accordance with generally accepted accounting principles in the United States (GAAP), we present revenue on a constant currency basis, which is a non-GAAP financial measure. Revenue on a constant currency basis is presented in the section entitled "—Revenue—Foreign Exchange Impact on Revenue." To calculate revenue on a constant currency basis, we translated revenue for the three months ended March 31, 2026 using the prior year's monthly exchange rates for our settlement or billing currencies other than the U.S. dollar.
This non-GAAP financial measure is not intended to be considered in isolation or as a substitute for, or superior to, financial information prepared and presented in accordance with GAAP. This measure may be different from non-GAAP financial measures used by other companies, limiting its usefulness for comparison purposes. Moreover, presentation of revenue on a constant currency basis is provided for year-over-year comparison purposes, and investors should be cautioned that the effect of changing foreign currency exchange rates has an actual effect on our operating results. We believe this non-GAAP financial measure provides investors with useful supplemental information about the financial performance of our business, enables comparison of financial results between periods where certain items may vary independent of business performance, and allows for greater transparency with respect to key metrics used by management in operating our business.
Executive Overview of First Quarter Results
Our mission is to build the future of human connection and the technology that makes it possible.
Our financial results and key Family metrics for the first quarter of 2026 are set forth below. Total revenue for the first quarter of 2026 was $56.31 billion, an increase of 33% compared to the first quarter of 2025, due to an increase in advertising revenue. Revenue on a constant currency basis would have increased 29% compared to the first quarter of 2025. Ad impressions delivered across our Family of Apps in the first quarter of 2026 increased 19% year-over-year, and our average price per ad in the first quarter of 2026 increased 12% year-over-year.
Income from operations for the first quarter of 2026 was $22.87 billion, an increase of $5.32 billion, or 30%, compared to the first quarter of 2025, driven by an increase in advertising revenue, partially offset by an increase in costs and expenses. The increase in costs and expenses was mainly due to increases in infrastructure costs and employee compensation.
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Consolidated and Segment Results
We report our financial results for our two reportable segments: Family of Apps (FoA) and Reality Labs (RL). FoA includes Facebook, Instagram, Messenger, WhatsApp, and other services. RL includes our virtual and augmented reality related consumer hardware, software, and content.
| Family of Apps | Reality Labs | Total | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Three Months Ended March 31, | % change | Three Months Ended March 31, | % change | Three Months Ended March 31, | % change | ||||||||||||||||||
| 2026 | 2025 | 2026 | 2025 | 2026 | 2025 | ||||||||||||||||||
| (in millions, except percentages) | |||||||||||||||||||||||
| Revenue | $ | 55,909 | $ | 41,902 | 33% | $ | 402 | $ | 412 | (2)% | $ | 56,311 | $ | 42,314 | 33% | ||||||||
| Costs and expenses | 29,009 | 20,137 | 44% | 4,430 | 4,622 | (4)% | 33,439 | 24,759 | 35% | ||||||||||||||
| Income (loss) from operations | $ | 26,900 | $ | 21,765 | 24% | $ | (4,028) | $ | (4,210) | 4% | $ | 22,872 | $ | 17,555 | 30% | ||||||||
| Operating margin | 48 | % | 52 | % | (1,002) | % | (1,022) | % | 41 | % | 41 | % |
•Net income was $26.77 billion, with diluted earnings per share (EPS) of $10.44 for the three months ended March 31, 2026.
•Capital expenditures, including principal payments on finance leases, were $19.84 billion for the three months ended March 31, 2026.
•Dividend and dividend equivalent payments were $1.35 billion for the three months ended March 31, 2026.
•Cash, cash equivalents, and marketable securities were $81.18 billion as of March 31, 2026.
•Effective tax rate was (23)% for the three months ended March 31, 2026. This rate reflects an income tax benefit of $8.03 billion related to the U.S. Corporate Alternative Minimum Tax transitional relief under Treasury Notice 2026-7. Excluding this tax benefit, the effective tax rate would have been 14%.
•Headcount was 77,986 as of March 31, 2026, an increase of 1% year-over-year.
Family of Apps Metrics
•Family daily active people (DAP) was 3.56 billion on average for March 2026, an increase of 4% year-over-year.
•Ad impressions delivered across our Family of Apps in the first quarter of 2026 increased by 19% year-over-year.
•Average price per ad in the first quarter of 2026 increased by 12% year-over-year.
Developments in Advertising
Substantially all of our revenue is currently generated from advertising on Facebook and Instagram. We rely on targeting and measurement tools that incorporate data signals from user activity on websites and services that we do not control, as well as signals generated within our products, in order to deliver relevant and effective ads to our users. Our advertising revenue has been, and we expect will continue to be, adversely affected by reduced marketer spending as a result of limitations on our ad targeting and measurement tools arising from changes to the regulatory environment and third-party mobile operating systems and browsers.
In particular, legislative and regulatory developments such as the General Data Protection Regulation, including its evolving interpretation through decisions of the Court of Justice of the European Union, ePrivacy Directive, European Digital Services Act, Digital Markets Act, and U.S. state privacy laws have impacted our ability to use data signals in our ad products, and an increasing number of laws have been introduced limiting or prohibiting the provision of our services to younger users. We expect these and other developments will have further impact in the future. As a result, we have implemented, and we will continue to implement, whether voluntarily or otherwise, changes to our products and user data practices, which reduce our ability to effectively target and measure ads and may negatively impact our advertising revenue and user engagement. For example, in response to regulatory developments in Europe, we announced our plans to change the legal basis for behavioral advertising on Facebook and Instagram in the European Union, European Economic Area, and Switzerland from "legitimate interests" to "consent," and began offering users in the region a "subscription for no ads" alternative. We subsequently began offering users in the region who elect to continue using our services free-of-charge, supported by ads, an option to see less personalized ads, which are less relevant and effective than our premium ad offerings.
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We are engaging with regulators on our consent model. In addition, mobile operating system and browser providers, such as Apple and Google, have implemented product changes and/or announced plans to limit the ability of websites and application developers to collect and use these signals to target and measure advertising. For example, in 2021, Apple made certain changes to its products and data use policies in connection with changes to its iOS operating system that reduce our and other iOS developers' ability to target and measure advertising, which has negatively impacted, and we expect will continue to negatively impact, the size of the budgets marketers are willing to commit to us and other advertising platforms.
To mitigate these developments, we are continually working to evolve our advertising systems to improve the performance of our ad products. We are developing privacy enhancing technologies to deliver relevant ads and measurement capabilities while reducing the amount of personal information we process, including by relying more on anonymized or aggregated third-party data. In addition, we are developing tools that enable marketers to share their data into our systems, as well as ad products that generate more valuable signals within our apps. More broadly, we also continue to innovate our advertising tools to help marketers prepare campaigns and connect with consumers, including developing growing formats such as Reels ads and our business messaging ad products. Across all of these efforts, we are making significant investments in artificial intelligence (AI), including generative AI, to improve our delivery, targeting, and measurement capabilities. Further, we are focused on driving onsite conversions in our business messaging ad products by developing new features and scaling existing features.
We are also engaging with others across our industry to explore the possibility of new open standards for the private and secure processing of data for advertising purposes. We believe our ongoing improvements to ad targeting and measurement are continuing to drive improved results for advertisers. However, we expect that some of these efforts will be long-term initiatives, and that the legislative, regulatory and platform developments described above will continue to adversely impact our advertising revenue for the foreseeable future.
In addition, we maintain advertising policies to protect the security and integrity of our platform and comply with global content, security, and integrity obligations. Our ongoing efforts to enhance enforcement against ads and marketers which violate our advertising policies adversely affect our revenue, and we expect that the continued enhancement of such efforts will have an impact on our revenue in the future, which may be material.
Other Business and Macroeconomic Conditions
Other global and regional business, macroeconomic, and geopolitical conditions also have had, and we believe will continue to have, an impact on our user growth and engagement and advertising revenue. In particular, we believe advertising budgets have been pressured from time to time by factors such as inflation, economic policies and international trade, high interest rates, and related market uncertainty, which has led to reduced marketer spending. We are currently subject to increased business, macroeconomic, and geopolitical uncertainty, including as a result of the conflict in the Middle East and volatility around international trade, which could impact our financial results in future periods.
In addition, competitive products and services h
[Excerpt truncated for page length; source filing is linked above.]
Latest 10-K MD&A
Item 7.Management's Discussion and Analysis of Financial Condition and Results of Operations
You should read the following discussion of our financial condition and results of operations in conjunction with our consolidated financial statements and the related notes included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K. In addition to our historical consolidated financial information, the following discussion contains forward-looking statements that reflect our plans, estimates, and beliefs. Our actual results could differ materially from those discussed in the forward-looking statements. Factors that could cause or contribute to these differences include those discussed below and elsewhere in this Annual Report on Form 10-K, particularly in Part I, Item 1A, "Risk Factors." For a discussion of limitations in the measurement of our Family metrics, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
To supplement our consolidated financial statements, which are prepared and presented in accordance with generally accepted accounting principles in the United States (GAAP), we present revenue on a constant currency basis and free cash flow, which are non-GAAP financial measures. Revenue on a constant currency basis is presented in the section entitled "—Revenue—Foreign Exchange Impact on Revenue." To calculate revenue on a constant currency basis, we translated revenue for the full year 2025 using 2024 monthly exchange rates for our settlement or billing currencies other than the U.S. dollar. For a full description of our free cash flow non-GAAP measure, see the section entitled "—Liquidity and Capital Resources—Free Cash Flow."
These non-GAAP financial measures are not intended to be considered in isolation or as a substitute for, or superior to, financial information prepared and presented in accordance with GAAP. These measures may be different from non‑GAAP financial measures used by other companies, limiting their usefulness for comparison purposes. Moreover, presentation of revenue on a constant currency basis is provided for year-over-year comparison purposes, and investors should be cautioned that the effect of changing foreign currency exchange rates has an actual effect on our operating results. We believe these non-GAAP financial measures provide investors with useful supplemental information about the financial performance of our business, enable comparison of financial results between periods where certain items may vary independent of business performance, and allow for greater transparency with respect to key metrics used by management in operating our business.
Executive Overview of Full Year 2025 Results
Our mission is to build the future of human connection and the technology that makes it possible.
Our financial results and key Family metrics for 2025 are set forth below. Total revenue for 2025 was $200.97 billion, an increase of 22% compared to 2024, due to an increase in advertising revenue. Ad impressions delivered across our Family of Apps in 2025 increased 12% year-over-year, and our average price per ad increased 9% year-over-year.
Income from operations for 2025 was $83.28 billion, an increase of $13.90 billion, or 20%, compared to 2024, driven by an increase in advertising revenue, partially offset by an increase in costs and expenses. The increase in costs and expenses was mainly due to increases in employee compensation and infrastructure costs.
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Consolidated and Segment Results
We report our financial results for our two reportable segments: Family of Apps (FoA) and Reality Labs (RL). FoA includes Facebook, Instagram, Messenger, WhatsApp, and other services. RL includes our virtual and augmented reality related consumer hardware, software, and content.
| Family of Apps | Reality Labs | Total | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year Ended December 31, | Year Ended December 31, | Year Ended December 31, | |||||||||||||||||||||
| 2025 | 2024 | % change | 2025 | 2024 | % change | 2025 | 2024 | % change | |||||||||||||||
| (in millions, except percentages) | |||||||||||||||||||||||
| Revenue | $ | 198,759 | $ | 162,355 | 22% | $ | 2,207 | $ | 2,146 | 3% | $ | 200,966 | $ | 164,501 | 22% | ||||||||
| Costs and expenses | 96,290 | 75,246 | 28% | 21,400 | 19,875 | 8% | 117,690 | 95,121 | 24% | ||||||||||||||
| Income (loss) from operations | $ | 102,469 | $ | 87,109 | 18% | $ | (19,193) | $ | (17,729) | (8)% | $ | 83,276 | $ | 69,380 | 20% | ||||||||
| Operating margin | 52 | % | 54 | % | (870) | % | (826) | % | 41 | % | 42 | % |
•Net income was $60.46 billion, with diluted earnings per share (EPS) of $23.49 for the year ended December 31, 2025.
•Capital expenditures, including principal payments on finance leases, were $72.22 billion for the year ended December 31, 2025.
•Share repurchases of our Class A common stock were $26.26 billion and total dividend and dividend equivalent payments were $5.32 billion for the year ended December 31, 2025.
•Cash, cash equivalents, and marketable securities were $81.59 billion as of December 31, 2025.
•Long-term debt was $58.74 billion as of December 31, 2025.
•Effective tax rate was 30% for the year ended December 31, 2025. This includes the effects of the implementation of the One Big Beautiful Bill Act during the third quarter of 2025. Absent the valuation allowance charge as of the enactment date, our 2025 effective tax rate would have decreased by 17 percentage points to 13%.
•Headcount was 78,865 as of December 31, 2025, an increase of 6% year-over-year.
Family of Apps Metrics
•Family daily active people (DAP) was 3.58 billion on average for December 2025, an increase of 7% year-over-year.
•Ad impressions delivered across our Family of Apps increased by 12% year-over-year in 2025.
•Average price per ad increased by 9% year-over-year in 2025.
Developments in Advertising
Substantially all of our revenue is currently generated from advertising on Facebook and Instagram. We rely on targeting and measurement tools that incorporate data signals from user activity on websites and services that we do not control, as well as signals generated within our products, in order to deliver relevant and effective ads to our users. Our advertising revenue has been, and we expect will continue to be, adversely affected by reduced marketer spending as a result of limitations on our ad targeting and measurement tools arising from changes to the regulatory environment and third-party mobile operating systems and browsers.
In particular, legislative and regulatory developments such as the General Data Protection Regulation, including its evolving interpretation through decisions of the Court of Justice of the European Union, ePrivacy Directive, European Digital Services Act, Digital Markets Act, and U.S. state privacy laws have impacted our ability to use data signals in our ad products, and an increasing number of laws have been introduced limiting or prohibiting the provision of our services to younger users. We expect these and other developments will have further impact in the future. As a result, we have implemented, and we will continue to implement, whether voluntarily or otherwise, changes to our products and user data practices, which reduce our ability to effectively target and measure ads and may negatively impact our advertising revenue and user engagement. For example, in response to regulatory developments in Europe, we announced our plans to change the legal basis for behavioral advertising on Facebook and Instagram in the European Union, European Economic Area, and
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Switzerland from "legitimate interests" to "consent," and began offering users in the region a "subscription for no ads" alternative. We subsequently began offering users in the region who elect to continue using our services free-of-charge, supported by ads, an option to see less personalized ads, which are less relevant and effective than our premium ad offerings. We are engaging with regulators on our consent model. In addition, mobile operating system and browser providers, such as Apple and Google, have implemented product changes and/or announced plans to limit the ability of websites and application developers to collect and use these signals to target and measure advertising. For example, in 2021, Apple made certain changes to its products and data use policies in connection with changes to its iOS operating system that reduce our and other iOS developers' ability to target and measure advertising, which has negatively impacted, and we expect will continue to negatively impact, the size of the budgets marketers are willing to commit to us and other advertising platforms.
To mitigate these developments, we are continually working to evolve our advertising systems to improve the performance of our ad products. We are developing privacy enhancing technologies to deliver relevant ads and measurement capabilities while reducing the amount of personal information we process, including by relying more on anonymized or aggregated third-party data. In addition, we are developing tools that enable marketers to share their data into our systems, as well as ad products that generate more valuable signals within our apps. More broadly, we also continue to innovate our advertising tools to help marketers prepare campaigns and connect with consumers, including developing growing formats such as Reels ads and our business messaging ad products. Across all of these efforts, we are making significant investments in artificial intelligence (AI), including generative AI, to improve our delivery, targeting, and measurement capabilities. Further, we are focused on driving onsite conversions in our business messaging ad products by developing new features and scaling existing features.
We are also engaging with others across our industry to explore the possibility of new open standards for the private and secure processing of data for advertising purposes. We believe our ongoing improvements to ad targeting and measurement are continuing to drive improved results for advertisers. However, we expect that some of these efforts will be long-term initiatives, and that the legislative, regulatory and platform developments described above will continue to adversely impact our advertising revenue for the foreseeable future.
In addition, we maintain advertising policies to protect the security and integrity of our platform and comply with global content, security, and integrity obligations. Our ongoing efforts to enhance enforcement against ads and marketers which violate our advertising policies adversely affect our revenue, and we expect that the continued enhancement of such efforts will have an impact on our revenue in the future, which may be material.
Other Business and Macroeconomic Conditions
Other global and regional business, macroeconomic, and geopolitical conditions also have had, and we believe will continue to have, an impact on our user growth and engagement and advertising revenue. In particular, we believe advertising budgets have been pressured from time to time by factors such as inflation, economic policies and international trade, high interest rates, and related market uncertainty, which has led to reduced marketer spending. We are currently subject to increased business, macroeconomic, and geopolitical uncertainty, including as a result of volatility around international trade, which could impact our financial results in future periods.
In addition, competitive products and services have reduced some users' engagement with our products and services. We are investing in Reels and in AI initiatives across our products, including our AI-powered discovery engine to recommend relevant content, which we have already seen results in improved user engagement and monetization of our products. However, we continue to face competition from other products and services within certain demographics, in particular younger users. In addition, while Reels is growing in usage, it monetizes at a lower rate than our Feed and Stories products and we expect it will continue to monetize at a lower rate for the foreseeable future. We also have seen fluctuations and declines in the size of our active user base in one or more regions from time to time due to geopolitical conditions, which have adversely affected our user growth and engagement. These trends have adversely affected our advertising revenue and we expect will continue to adversely affect our advertising revenue in the foreseeable future.
Although we regularly evaluate a variety of sources to understand trends in our advertising revenue, we do not have perfect visibility into the factors driving advertiser spending decisions and our assessments involve complex judgments about what is driving advertising decisions across a large and diversified advertiser base across the globe. Trends impacting advertising spend are also dynamic and interrelated. As a result, it is difficult to identify with precision which advertiser spending decisions are attributable to which trends, and we are unable to quantify the exact impact that each trend had on our advertising revenue during the periods presented.
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Investment Philosophy
We remain focused on operating efficiently while investing in significant opportunities. In 2025, 82% of our total costs and expenses were recognized in FoA and 18% were recognized in RL. Our FoA investments include expenses relating to headcount, data centers, and technical infrastructure as part of our efforts to develop our apps and our advertising services. These efforts include significant investments in AI initiatives, including generative AI and superintelligence, to, among other things, recommend relevant content across our products, enhance our advertising tools, develop new products, and develop new features for existing products. In particular, we expect our AI initiatives will require significantly increased investment in infrastructure.
We are also making significant investments in our RL efforts, including developing virtual and augmented reality devices, software for social platforms, neural interfaces, and other foundational technologies. Our RL investments include expenses relating to technology development across these efforts. Many of our RL investments are directed toward long-term, cutting-edge research and development for products that may only be fully realized in the next decade. In 2025, our RL segment reduced our overall operating profit by approximately $19.19 billion, and we expect our 2026 RL operating losses to remain similar to 2025. We expect this will be a complex, evolving, and long-term initiative, and our ability to support our RL efforts is dependent on generating sufficient profits from other areas of our business. We are investing now because we believe this will become the next computing platform and will unlock monetization opportunities for businesses, developers, and creators, including around advertising, hardware, and digital goods.
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Trends in Our Revenue by User Geography
We calculate our revenue by user geography based on our estimate of the geography in which ad impressions are delivered, virtual and digital goods are purchased, or consumer hardware products are shipped. The geography of our users affects our revenue and financial results. Our revenue in regions such as United States & Canada and Europe is relatively higher primarily due to the size and maturity of those online and mobile advertising markets, and ad impression growth is primarily in geographies that monetize at lower rates, such as Asia-Pacific. In 2025, revenue increased by 21% in United States & Canada, 24% in Europe, 20% in Asia-Pacific, and 27% in Rest of World, in each case relative to 2024.
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| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 |
|---|---|---|---|---|---|---|---|---|---|---|
| Ad Revenue | Non-Ad Revenue |
Note: Non-advertising revenue includes RL revenue generated from the delivery of consumer hardware products and FoA Other revenue, which consists of revenue from paid messaging from WhatsApp, Meta Verified subscriptions, net fees we receive from developers using our Payments infrastructure, and revenue from various other sources.
Our revenue by user geography in the charts above is geographically apportioned based on our estimation of the geographic location of our users when they perform a revenue-generating activity. This allocation differs from our revenue disaggregated by geography disclosure in Note 2 — Revenue in our consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplemental Data" where revenue is geographically apportioned based on the addresses of our customers.
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Trends in Our Family Metrics
The numbers for our key Family metrics, our DAP and average revenue per person (ARPP), do not include users on our other products unless they would otherwise qualify as DAP based on their other activities on our Family products.
Trends in the number of people in our community affect our revenue and financial results by influencing the number of ads we are able to show, the value of our ads to marketers, as well as our expenses and capital expenditures. Substantially all of our daily active people (as defined below) access our Family products on mobile devices.
•Daily Active People (DAP). We define a daily active person as a registered and logged-in user of Facebook, Instagram, Messenger, and/or WhatsApp (collectively, our "Family" of products) who visited at least one of these Family products through a mobile device application or using a web or mobile browser on a given day. We do not require people to use a common identifier or link their accounts to use multiple products in our Family, and therefore must seek to attribute multiple user accounts within and across products to individual people. Our calculations of DAP rely upon complex techniques, algorithms, and machine learning models that seek to estimate the underlying number of unique people using one or more of these products, including by matching user accounts within an individual product and across multiple products when we believe they are attributable to a single person, and counting such group of accounts as one person. As these techniques and models require significant judgment, are developed based on internal reviews of limited samples of user accounts, and are calibrated against user survey data, there is necessarily some margin of error in our estimates. We view DAP as a measure of engagement across our products. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
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Note: We report the numbers of DAP as specific amounts, but these numbers are estimates of the numbers of unique people using our products and are subject to statistical variances and errors. While we expect the error margin for these estimates to vary from period to period, we estimate that such margin generally will be approximately 3% of our worldwide DAP. At our scale, it is very difficult to attribute multiple user accounts within and across products to individual people, and it is possible that the actual numbers of unique people using our products may vary significantly from our estimates, potentially beyond our estimated error margins. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
Worldwide DAP increased 7% to 3.58 billion on average during December 2025 from 3.35 billion during December 2024.
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•Average Revenue Per Person (ARPP). Our Family of Apps (FoA) revenue represents the substantial majority of our total revenue. We define ARPP as our FoA revenue during a given quarter, divided by the average of the number of DAP at the beginning and end of the quarter.
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 |
|---|---|---|---|---|---|---|---|---|---|
| ARPP: | $12.33 | $11.20 | $11.89 | $12.29 | $14.25 | $12.36 | $13.65 | $14.46 | $16.56 |
Note: We updated our definition of ARPP beginning in the first quarter of 2024 and have recast ARPP in prior periods for comparative purposes.
Our annual worldwide ARPP in 2025, which represents the sum of quarterly ARPP during such period, was $57.03, an increase of 15% from 2024.
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Trends in Our Ad Impressions and Average Price Per Ad
•Ad Impressions. Our advertising revenue is generated by displaying ad products on Facebook, Instagram, Messenger, and third-party mobile applications. Impressions are considered delivered when an ad is displayed to a user.
Note: Our ad impressions growth by user geography in the charts above is geographically apportioned based on our estimation of the geographic location of our users when an ad impression is delivered.
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•Average Price Per Ad. We calculate average price per ad as total advertising revenue divided by the number of ads delivered.
Note: Our average price per ad growth by user geography in the charts above is geographically apportioned based on our estimation of the geographic location of our users when an ad impression is delivered.
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Critical Accounting Estimates
Our consolidated financial statements are prepared in accordance with GAAP. The preparation of these consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, costs and expenses, and related disclosures. On an ongoing basis, we evaluate our accounting estimates based on historical experience and on various other assumptions that we believe are reasonable under the circumstances. The actual impact on our financial performance could differ from these estimates under different assumptions or conditions.
An accounting estimate is considered critical if both (i) the nature of the estimates or assumptions is material due to the levels of subjectivity and judgment involved, and (ii) the impact within a reasonable range of outcomes of the estimates and assumptions is material to our consolidated financial statements. We believe that the estimates and assumptions associated with loss contingencies, income taxes, and valuation of non-marketable equity investments, when applicable, have the greatest potential impact on our consolidated financial statements. Therefore, we consider these to be our critical accounting estimates. For further information on all of our significant accounting policies, see Note 1 — Summary of Significant Accounting Policies in the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
Loss Contingencies
We are involved in legal proceedings, claims, and regulatory, tax or government inquiries and investigations that arise in the ordinary course of business. Certain of these matters include speculative claims for substantial or indeterminate amounts of damages. Additionally, we are required to comply with various legal and regulatory obligations around the world, and we regularly become subject to new laws and regulations in the jurisdictions in which we operate. The requirements for complying with these obligations may be uncertain and subject to interpretation and enforcement by regulatory and other authorities, and any failure or perceived failure to comply with such obligations could eventually lead to asserted legal or regulatory action. With respect to these matters, asserted and unasserted, we evaluate the associated developments on a regular basis and accrue a liability when we believe that it is both probable that a loss has been incurred and the amount can be reasonably estimated.
We review the developments in our contingencies that could affect the amount of the estimated liability that has been previously recorded, and the matters and related reasonably possible losses disclosed. We make adjustments to our estimated liability and changes to our disclosures accordingly to reflect the merits of our defenses and the impact of negotiations, settlements, regulatory proceedings, rulings, advice of legal counsel, and updated information. Significant judgment is required to determine the likelihood of loss and the estimated amount of loss, including when and if the probability and estimate has changed for asserted and unasserted matters. Certain factors, in particular, have resulted in significant changes to these estimates and judgments in prior quarters based on updated information available. For example, in certain jurisdictions where we operate, fines and penalties may be the result of new laws and preliminary interpretations regarding the basis of assessing damages, which may make it difficult to estimate what such fines and penalties would amount to if successfully asserted against us. As a result of these and other factors, we reasonably expect that our estimates and judgments with respect to our contingencies may continue to be revised in the future.
The ultimate outcome of these matters, such as whether the likelihood of loss is remote, reasonably possible, or probable or if and when the possible range of loss is reasonably estimable, is inherently uncertain. Therefore, if one or more of these matters were resolved against us for amounts that materially differ from management's estimates of losses, it could have a favorable or unfavorable impact on our results of operations and financial condition. See Note 11 — Commitments and Contingencies and Note 14 — Income Taxes of the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" and Part I, Item 3, "Legal Proceedings" of this Annual Report on Form 10-K for additional information regarding these contingencies.
Income Taxes
We are subject to income taxes in the United States and numerous foreign jurisdictions. Significant judgment is required in determining our provision for income taxes and income tax assets and liabilities, including evaluating uncertainties in the application of accounting principles and complex tax laws. Our actual and forecasted income (loss) before provision is subject to change due to economic, political and other conditions and significant judgment is required in determining our ability to recognize our net deferred tax assets.
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As a result of certain U.S. income tax provisions of the One Big Beautiful Bill Act enacted in July 2025, we expect to incur Corporate Alternative Minimum Tax (CAMT) beginning in 2025. In assessing the realizability of our deferred tax assets and determining the need for a valuation allowance, our accounting policy incorporates the expected impact of future years' CAMT.
We recognize tax benefits from uncertain tax positions only if we believe that it is more likely than not that the tax position will be sustained on examination by the taxing authorities based on the technical merits of the position. These uncertain tax positions include our estimates related to uncertainties with our research and development tax credits that are based on an assessment of whether our available documentation corroborating the nature of our activities supporting the tax credits will be sufficient. Similarly, our estimates for transfer pricing have been developed based upon analyses of appropriate arms-length prices. Although we believe that we have adequately reserved for our uncertain tax positions (including net interest and penalties), we can provide no assurance that the final tax outcome of these matters will not be materially different, as significant judgment is required in evaluating and estimating our provision for income taxes. We make adjustments to these reserves in accordance with the income tax accounting guidance when facts and circumstances change, such as the closing of a tax audit or the refinement of an estimate. To the extent that the final tax outcome of these matters is different from the amounts recorded, such differences will affect the provision for income taxes in the period in which such determination is made, and could have a material impact on our financial condition and operating results. For additional information, see Note 14 — Income Taxes of the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
Valuation of Non-marketable Equity Investments
Impairment testing for non-marketable equity investments, including equity investments without readily determinable fair values accounted for using either the measurement alternative or the equity method, is performed at each reporting date to determine whether there are triggering events for impairment. Such qualitative assessment considers factors such as, but not limited to, the investee's financial condition and business outlook; industry and sector performance; regulatory, economic or technological environment; operational and financing cash flows; and other relevant events and factors affecting the investee. When indicators of impairment exist, we estimate the fair value of our non-marketable equity investments using the market approach and/or the income approach and recognize impairment loss in our consolidated statements of income if the estimated fair value is less than the carrying value. For equity method investments, an impairment loss is recognized when the impairment is considered other-than-temporary.
In addition, under the measurement alternative, determining whether another non-marketable equity investment of the same issuer is similar to the non-marketable equity investment we hold may require judgment in (a) assessment of differences in rights and obligations associated with the instruments such as voting rights, distribution rights and preferences, and conversion features, and (b) adjustments to the observable price for differences such as, but not limited to, rights and obligations, control premium, liquidity, or principal or most advantageous markets. The identification of observable transactions will depend on the timely reporting of these transactions from our investee companies, which may occur in a period subsequent to when the transactions take place. Therefore, our fair value adjustment for these observable transactions may occur in a period subsequent to when the transaction actually occurred. For additional information, see Note 5 — Non-Marketable Equity Investments of the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
Change in Accounting Estimate
In January 2025, we completed an assessment of the useful lives of property and equipment, which resulted in an increase in the estimated useful lives of most servers and network assets to 5.5 years, effective January 1, 2025. For additional information regarding the change in useful lives of our servers and network assets, see Note 1 — Summary of Significant Accounting Policies in the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
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Components of Results of Operations
Revenue
Family of Apps (FoA)
Advertising. We generate substantially all of our revenue from advertising. Our advertising revenue is generated by displaying ad products on Facebook, Instagram, Messenger, and third-party mobile applications. Marketers pay for ad products either directly or through their relationships with advertising agencies or resellers, based on the number of impressions delivered or the number of actions, such as clicks, taken by users.
We recognize revenue from the display of impression-based ads in the contracted period in which the impressions are delivered. Impressions are considered delivered when an ad is displayed to a user. We recognize revenue from the delivery of action-based ads in the period in which a user takes the action the marketer contracted for. The number of ads we show is subject to methodological changes as we continue to evolve our ads business and the structure of our ads products. In particular, the ads we show may vary by product (for example, our video and Reels products are not currently monetized at the same rate as our Feed or Stories products), and from time to time we increase or decrease the number or frequency of ads we show as part of our product and monetization strategies. We calculate average price per ad as total advertising revenue divided by the number of ads delivered, representing the average price paid per ad by a marketer regardless of their desired objective such as impression or action. For advertising revenue arrangements where we are not the principal, we recognize revenue on a net basis.
Other revenue. Other revenue consists of revenue from paid messaging from WhatsApp, Meta Verified subscriptions, net fees we receive from developers using our Payments infrastructure, and revenue from various other sources.
Reality Labs (RL)
RL revenue is generated from the delivery of consumer hardware products, such as Meta Quest and AI glasses, and related software and content.
Cost of Revenue and Operating Expenses
Cost of revenue. Our cost of revenue consists of expenses associated with the delivery and distribution of our products. These mainly include expenses related to the operation of our data centers and technical infrastructure, such as depreciation expense from servers, network infrastructure and buildings, employee compensation which includes payroll, share-based compensation and benefits for employees on our operations teams, and energy and bandwidth costs. Cost of revenue also consists of costs associated with partner arrangements, including traffic acquisition costs and credit card and other fees related to processing customer transactions; RL inventory costs, which consist of cost of products sold and estimated losses on non-cancelable contractual commitments; and content costs.
Research and development. Research and development expenses consist mostly of employee compensation which includes payroll, share-based compensation and benefits for our employees on our engineering and technical teams who are responsible for developing new technologies and products; infrastructure costs; RL technology development costs; and facilities-related costs.
Marketing and sales. Marketing and sales expenses consist mostly of employee compensation which includes payroll, share-based compensation and benefits for our employees engaged in sales, sales support, marketing, business development, and customer service functions; professional services to support our community and product operations; and marketing and promotional expenses.
General and administrative. General and administrative expenses consist primarily of employee compensation which includes payroll, share-based compensation and benefits for certain of our executives as well as our legal, finance, human resources, corporate communications and policy, and other administrative employees; legal-related costs, which include estimated fines, settlements, or other losses in connection with legal and related matters, as well as other legal fees; other taxes, such as digital services taxes and other non-income-based tax levies; and professional services.
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Results of Operations
In this section, we discuss the results of our operations for the year ended December 31, 2025 compared to the year ended December 31, 2024. For a discussion of the year ended December 31, 2024 compared to the year ended December 31, 2023, please refer to Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Annual Report on Form 10-K for the year ended December 31, 2024.
The following table sets forth our consolidated statements of income data (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | ||||||||
| Revenue | $ | 200,966 | $ | 164,501 | $ | 134,902 | ||||
| Costs and expenses: | ||||||||||
| Cost of revenue | 36,175 | 30,161 | 25,959 | |||||||
| Research and development | 57,372 | 43,873 | 38,483 | |||||||
| Marketing and sales | 11,991 | 11,347 | 12,301 | |||||||
| General and administrative | 12,152 | 9,740 | 11,408 | |||||||
| Total costs and expenses | 117,690 | 95,121 | 88,151 | |||||||
| Income from operations | 83,276 | 69,380 | 46,751 | |||||||
| Interest and other income, net | 2,656 | 1,283 | 677 | |||||||
| Income before provision for income taxes | 85,932 | 70,663 | 47,428 | |||||||
| Provision for income taxes | 25,474 | 8,303 | 8,330 | |||||||
| Net income | $ | 60,458 | $ | 62,360 | $ | 39,098 |
The following table sets forth our consolidated statements of income data (as a percentage of revenue)(1):
| Year Ended December 31, | ||||||||
|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | ||||||
| Revenue | 100 | % | 100 | % | 100 | % | ||
| Costs and expenses: | ||||||||
| Cost of revenue | 18 | 18 | 19 | |||||
| Research and development | 29 | 27 | 29 | |||||
| Marketing and sales | 6 | 7 | 9 | |||||
| General and administrative | 6 | 6 | 8 | |||||
| Total costs and expenses | 59 | 58 | 65 | |||||
| Income from operations | 41 | 42 | 35 | |||||
| Interest and other income, net | 1 | 1 | 1 | |||||
| Income before provision for income taxes | 43 | 43 | 35 | |||||
| Provision for income taxes | 13 | 5 | 6 | |||||
| Net income | 30 | % | 38 | % | 29 | % |
_________________________
(1)Percentages have been rounded for presentation purposes and may differ from unrounded results.
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Revenue
The following table sets forth our revenue by source and by segment:
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | 2025 vs 2024 % change | 2024 vs 2023 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Advertising | $ | 196,175 | $ | 160,633 | $ | 131,948 | 22 | % | 22 | % | |||||||
| Other revenue | 2,584 | 1,722 | 1,058 | 50 | % | 63 | % | ||||||||||
| Family of Apps | 198,759 | 162,355 | 133,006 | 22 | % | 22 | % | ||||||||||
| Reality Labs | 2,207 | 2,146 | 1,896 | 3 | % | 13 | % | ||||||||||
| Total revenue | $ | 200,966 | $ | 164,501 | $ | 134,902 | 22 | % | 22 | % |
Family of Apps
FoA revenue in 2025 increased $36.40 billion, or 22%, compared to 2024. The increase was almost entirely driven by advertising revenue.
Advertising
Advertising revenue in 2025 increased $35.54 billion, or 22%, compared to 2024 due to increases in ad impressions delivered and average price per ad. In 2025, ad impressions delivered increased by 12%, as compared with an increase of 11% in 2024, year-over-year. Ad impressions delivered during 2025 grew in all regions, especially in Asia-Pacific, which was driven by increases in users and their engagement on our products. In 2025, the average price per ad increased by 9%, as compared with an increase of 10% in 2024, year-over-year. The increase in average price per ad in 2025 was driven by an increase in advertising demand, which we believe is mostly due to ongoing improvements to our ad performance from our ad targeting and measurement tools. This increase was partially offset by a higher number of ad impressions delivered, especially in geographies and in products, such as Reels, that monetize at lower rates. Other factors are discussed in the section entitled "—Executive Overview of Full Year 2025 Results." In addition, the online commerce vertical was the largest contributor to the increase in advertising revenue in 2025 compared to 2024. We anticipate that future advertising revenue will be driven by a combination of price and ad impressions delivered.
Other revenue
FoA other revenue in 2025 increased $862 million, or 50%, compared to 2024. The increase was mostly driven by paid messaging from WhatsApp and Meta Verified subscriptions.
Reality Labs
RL revenue in 2025 increased $61 million, or 3%, compared to 2024. The increase was driven by an increase in sales of AI glasses, partially offset by a decrease in Meta Quest sales.
Revenue Seasonality
Revenue is traditionally seasonally strong in the fourth quarter of each year due in part to seasonal holiday demand. We believe that this seasonality in both advertising revenue and RL consumer hardware sales affects our quarterly results, which generally reflect significant growth in revenue between the third and fourth quarters and a decline between the fourth and subsequent first quarters. For instance, our total revenue increased 17%, 19%, and 17% between the third and fourth quarters of 2025, 2024, and 2023, respectively, while total revenue for the first quarters of 2025, 2024, and 2023 declined 13%, 9%, and 11% compared to the fourth quarters of 2024, 2023, and 2022, respectively.
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Foreign Exchange Impact on Revenue
Changes in foreign exchange rates had an unfavorable impact on our revenue in the full year 2025 compared to the same period in 2024. To calculate revenue on a constant currency basis, we translated revenue using the prior year's monthly exchange rates for our settlement or billing currencies other than the U.S. dollar. Using these constant rates for full year 2025, our total revenue and advertising revenue would have been $201.38 billion and $196.60 billion, which were $418 million and $420 million higher than actual total revenue and advertising revenue, respectively.
Cost of revenue
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | 2025 vs 2024 % change | 2024 vs 2023 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Cost of revenue | $ | 36,175 | $ | 30,161 | $ | 25,959 | 20 | % | 16 | % | |||||||
| Percentage of revenue | 18 | % | 18 | % | 19 | % |
Cost of revenue in 2025 increased $6.01 billion, or 20%, compared to 2024. The increase was mainly due to higher operational expenses related to our data centers and technical infrastructure, which included decreases in the depreciation growth rate due to an extension in the useful lives of servers and network assets, effective January 1, 2025. To a lesser extent, higher costs associated with partner arrangements also contributed to the increase.
See Note 1 — Summary of Significant Accounting Policies in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding changes in the estimated useful life of our servers and network assets.
Research and development
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | 2025 vs 2024 % change | 2024 vs 2023 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Research and development | $ | 57,372 | $ | 43,873 | $ | 38,483 | 31 | % | 14 | % | |||||||
| Percentage of revenue | 29 | % | 27 | % | 29 | % |
Research and development expenses in 2025 increased $13.50 billion, or 31%, compared to 2024. The increase was mostly due to higher employee compensation and infrastructure costs related to research and development, including our AI initiatives.
The higher employee compensation was primarily from an 8% growth in employee headcount from 2024 to 2025 in engineering and other technical functions and an increase in share-based compensation expense.
Marketing and sales
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | 2025 vs 2024 % change | 2024 vs 2023 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Marketing and sales | $ | 11,991 | $ | 11,347 | $ | 12,301 | 6 | % | (8) | % | |||||||
| Percentage of revenue | 6 | % | 7 | % | 9 | % |
Marketing and sales expenses in 2025 increased $644 million, or 6%, compared to 2024. The increase was mainly due to higher professional services related to our ongoing platform integrity efforts.
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General and administrative
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | 2025 vs 2024 % change | 2024 vs 2023 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| General and administrative | $ | 12,152 | $ | 9,740 | $ | 11,408 | 25 | % | (15) | % | |||||||
| Percentage of revenue | 6 | % | 6 | % | 8 | % |
General and administrative expenses in 2025 increased $2.41 billion, or 25%, compared to 2024. The increase was mainly due to higher legal-related costs, which included lapping of a $1.55 billion decrease in accrued losses for certain legal proceedings that benefited the prior year.
See Note 11 — Commitments and Contingencies in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding legal-related costs.
Segment profitability
The following table sets forth income (loss) from operations by segment:
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | 2025 vs 2024 % change | 2024 vs 2023 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Family of Apps | $ | 102,469 | $ | 87,109 | $ | 62,871 | 18 | % | 39 | % | |||||||
| Reality Labs | (19,193) | (17,729) | (16,120) | (8) | % | (10) | % | ||||||||||
| Total income from operations | $ | 83,276 | $ | 69,380 | $ | 46,751 | 20 | % | 48 | % |
Family of Apps
FoA income from operations in 2025 increased $15.36 billion, or 18%, compared to 2024. The increase in FoA income from operations was driven by higher advertising revenue which was partially offset by an increase in costs and expenses. The increase in costs and expenses was primarily due to increases in employee compensation, infrastructure costs, costs associated with partner arrangements, and legal-related costs.
Reality Labs
RL loss from operations in 2025 increased $1.46 billion, or 8%, compared to 2024, driven by higher RL costs and expenses. RL costs and expenses increased primarily due to increases in employee compensation and other personnel related expenses, estimated losses on non-cancelable purchase commitments for RL inventory, and technology development costs.
See Note 15 — Segment and Geographical Information in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information.
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Interest and other income, net
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | 2025 vs 2024 % change | 2024 vs 2023 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Interest income | $ | 2,123 | $ | 2,517 | $ | 1,639 | (16) | % | 54 | % | |||||||
| Interest expense | (1,165) | (715) | (446) | (63) | % | (60) | % | ||||||||||
| Foreign currency exchange gains (losses), net | 352 | (690) | (366) | 151 | % | (89) | % | ||||||||||
| Other income (expense), net | 1,346 | 171 | (150) | NM | 214 | % | |||||||||||
| Total interest and other income, net | $ | 2,656 | $ | 1,283 | $ | 677 | 107 | % | 90 | % |
____________________________________
NM - not meaningful
Interest and other income, net in 2025 increased $1.37 billion, or 107% compared to 2024, due to an increase in other income (expense), net, related to the unrealized gains on our marketable and non-marketable equity investments. Foreign currency exchange gains, net from foreign currency transactions and remeasurement also contributed to the increase.
Provision for income taxes
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | 2025 vs 2024 % change | 2024 vs 2023 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Provision for income taxes | $ | 25,474 | $ | 8,303 | $ | 8,330 | 207 | % | — | % | |||||||
| Effective tax rate | 30 | % | 12 | % | 18 | % |
On July 4, 2025, the One Big Beautiful Bill Act (OBBBA) was enacted, introducing several significant U.S. income tax provisions that reduced our U.S. federal cash tax payments for the remainder of 2025 and future years. The provisions include the immediate expensing of domestic research and development costs and certain capital expenditures beginning in 2025, as well as an enhanced deduction for foreign-derived intangible income effective in 2026. The benefits from these provisions are limited by the 15% Corporate Alternative Minimum Tax (CAMT). As a result, we recorded a $15.93 billion charge in the third quarter of 2025, of which $14.03 billion was a valuation allowance against our U.S. federal deferred tax assets as of the enactment date of OBBBA, and the remaining was mostly related to the reduction of the benefit of the foreign-derived intangible income deduction. In determining the valuation allowance, our accounting policy incorporates the expected impact of future years’ CAMT in assessing the realizability of our deferred tax assets.
Our provision for income taxes in 2025 increased $17.17 billion or 207% compared to 2024, primarily due to an increase in the effective tax rate. Our effective tax rate in 2025 increased compared to 2024, mostly due to the effects of OBBBA.
Effective Tax Rate Items. Our effective tax rate in the future will depend upon the proportion between the following items and income before provision for income taxes: the effects of changes in tax law, changes in valuation allowance due to the effects of CAMT, U.S. tax benefits from foreign-derived intangible income, tax effects from share-based compensation, research tax credit, tax effects from capital losses not expected to be utilized, settlement of tax contingency items, and tax effects of changes in our business.
A number of countries have enacted legislation to implement the Organization for Economic Cooperation and Development’s 15% global minimum tax regime. These changes did not have a material impact on our consolidated financial statements for 2025. We continue to evaluate the impacts of proposed and enacted legislation with respect to the global minimum tax regime in the jurisdictions in which we operate. As additional jurisdictions enact legislation, transitional relief expires, and other provisions of the global minimum tax legislation become effective, our effective tax rate and cash tax payments could increase in future years.
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Absent any changes to our tax landscape, we expect our effective tax rate for the full year 2026 to be in the range of 13-16%.
Unrecognized Tax Benefits. As of December 31, 2025, we had net uncertain tax positions of $11.23 billion which was included in long-term income taxes on our consolidated balance sheets. These unrecognized tax benefits were predominantly accrued for uncertainties with our research tax credits and transfer pricing with our foreign subsidiaries, which include licensing of intellectual property, providing services and other transactions. The ultimate settlement of the liabilities will depend upon resolution of tax audits, litigation, or events that would otherwise change the assessment of such items.
See Note 14 — Income Taxes in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding income tax contingencies.
Liquidity and Capital Resources
Our principal sources of liquidity are our cash, cash equivalents, marketable securities, and cash generated from operations. Cash, cash equivalents, and marketable securities are comprised of cash on deposit with banks, time deposits, money market funds, U.S. government and agency securities, investment grade corporate debt securities, and marketable equity securities. As part of our cash management strategy, we concentrate cash deposits with large financial institutions and our investment holdings are in diversified highly rated securities. Cash, cash equivalents, and marketable securities were $81.59 billion as of December 31, 2025, an increase of $3.78 billion from December 31, 2024. The increase was due to $115.80 billion of cash generated from operations and $29.91 billion of net proceeds from the issuance of fixed-rate senior unsecured notes (the Notes) in November 2025. These increases were partially offset by $72.22 billion of capital expenditures, which includes purchases of property and equipment and principal payments on finance leases; $31.57 billion of capital returns for repurchases of our Class A common stock and payments of dividends and dividend equivalents; $18.40 billion of taxes paid related to net share settlement of employee restricted stock unit (RSU) awards; and $18.33 billion of purchases of non-marketable equity investments.
The following table presents our cash flows (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | ||||||||
| Net cash provided by operating activities | $ | 115,800 | $ | 91,328 | $ | 71,113 | ||||
| Net cash used in investing activities | $ | (102,003) | $ | (47,150) | $ | (24,495) | ||||
| Net cash used in financing activities | $ | (20,370) | $ | (40,781) | $ | (19,500) |
Cash Provided by Operating Activities
Cash provided by operating activities during 2025 mostly consisted of $60.46 billion net income adjusted for certain non-cash items, such as $20.43 billion of share-based compensation expense, $18.74 billion of deferred income taxes, and $18.62 billion of depreciation and amortization expense. The increase in cash flows from operating activities during 2025 compared to 2024, was primarily due to an increase in cash collections from our customers driven by the increase in revenue and lower cash paid for income taxes, partially offset by higher operational spending.
Cash Used in Investing Activities
Cash used in investing activities during 2025 mostly consisted of $69.69 billion of purchases of property and equipment as we continued to invest in servers, data centers, and network infrastructure, and $18.33 billion of purchases of non-marketable equity investments, and $10.05 billion of net purchases of marketable securities. The increase in cash used in investing activities during 2025 compared to 2024 was mostly due to increases in purchases of property and equipment and non-marketable equity investments.
We anticipate making capital expenditures of approximately $115 billion to $135 billion in 2026 to support our AI efforts and core business.
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Cash Used in Financing Activities
Cash used in financing activities during 2025 mostly consisted of $26.25 billion for repurchases of our Class A common stock, $18.40 billion of taxes paid related to net share settlement of RSUs, and $5.32 billion of payments of dividends and dividend equivalents, partially offset by $29.91 billion net proceeds from the issuance of the Notes in November 2025. The decrease in cash used in financing activities during 2025 compared to 2024, was mostly due to an increase in net proceeds from the Notes.
Free Cash Flow
In addition to other financial measures presented in accordance with U.S. GAAP, we monitor free cash flow (FCF) as a non-GAAP measure to manage our business, make planning decisions, evaluate our performance, and allocate resources. We define FCF as net cash provided by operating activities reduced by purchases of property and equipment and principal payments on finance leases.
We believe that FCF is one of the key financial indicators of our business performance over the long term and provides useful information regarding how cash provided by operating activities compares to the property and equipment investments required to maintain and grow our business.
We have chosen our definition for FCF because we believe that this methodology can provide useful supplemental information to help investors better understand underlying trends in our business. We use FCF in discussions with our senior management and board of directors.
FCF has limitations as an analytical tool, and you should not consider it in isolation or as a substitute for analysis of other GAAP financial measures, such as net cash provided by operating activities. FCF is not intended to represent our residual cash flow available for discretionary expenses. Some of the limitations of FCF are:
•FCF does not reflect our future contractual commitments; and
•other companies in our industry present similarly titled measures differently than we do, limiting their usefulness as comparative measures.
Management compensates for the inherent limitations associated with using the FCF measure through disclosure of such limitations, presentation of our financial statements in accordance with GAAP, and reconciliation of FCF to the most directly comparable GAAP measure, net cash provided by operating activities, as presented below.
The following is a reconciliation of FCF to the most comparable GAAP measure, net cash provided by operating activities (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2025 | 2024 | 2023 | ||||||||
| Net cash provided by operating activities | $ | 115,800 | $ | 91,328 | $ | 71,113 | ||||
| Purchases of property and equipment | (69,691) | (37,256) | (27,045) | |||||||
| Principal payments on finance leases | (2,524) | (1,969) | (1,058) | |||||||
| Free cash flow | $ | 43,585 | $ | 52,103 | $ | 43,010 |
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Material Cash Requirements
We currently anticipate that our available funds and cash flow from operations and financing activities will be sufficient to meet our operational cash needs and fund our cash commitments for investing and financing activities, including investments in infrastructure and AI initiatives, as well as any return of capital to stockholders over the next 12 months and thereafter for the foreseeable future. We have increased investments in infrastructure and AI initiatives and expect to continue to do so. From time to time we may also seek to raise additional capital through debt, equity, or other financing arrangements. We continuously evaluate our liquidity and capital resources, including our access to external capital, to ensure we can finance our future capital requirements.
Leases and Contractual Commitments
Our operating and finance leases include data centers, offices, and certain network infrastructure. In addition to lease liabilities included in our consolidated balance sheets, we have leases that have not yet commenced, with total lease obligations of approximately $103.77 billion, mostly for data centers, colocations, and network infrastructure, as of December 31, 2025. These operating and finance leases will commence between 2026 and 2030 with lease terms of greater than one year to 30 years.
We also have $131.05 billion of contractual commitments as of December 31, 2025, mostly related to third-party cloud capacity arrangements and our continued investments in servers and network infrastructure, data centers, and consumer hardware products in Reality Labs with $30.63 billion due in 2026.
Long-term Debt
As of December 31, 2025, we had outstanding long-term debt in the form of senior unsecured notes for an aggregate principal amount of $59.0 billion, which mature from 2027 through 2064. Short-term and long-term future interest payments obligations as of December 31, 2025 were $2.98 billion and $56.74 billion, respectively.
Capital Return Program
Share Repurchase
Our board of directors has authorized a share repurchase program of our Class A common stock, which commenced in January 2017 and does not have an expiration date. In 2025, we repurchased and subsequently retired 40 million shares of our Class A common stock for an aggregate amount of $26.26 billion. As of December 31, 2025, $25.03 billion remained available and authorized for repurchases.
The timing and actual number of shares repurchased under the repurchase program depend on a variety of factors, including price, general business and market conditions, and other investment opportunities. Shares may be repurchased through open market purchases or privately negotiated transactions, including through the use of trading plans intended to qualify under Rule 10b5-1 under the Securities Exchange Act of 1934, as amended. Our share repurchase program may be suspended, delayed, discontinued, or accelerated at any time.
Dividend
Beginning in the first quarter of 2025, we increased our quarterly cash dividends from $0.50 to $0.525 per share of Class A and Class B common stock. Total dividends and dividend equivalents paid were $5.32 billion for the year ended December 31, 2025. Subject to legally available funds and future declaration by our board of directors, we currently intend to continue to pay a quarterly cash dividend and dividend equivalents on our outstanding common stock.
Taxes
Cash paid for income taxes was $7.58 billion for the year ended December 31, 2025. Our long-term income tax liabilities include $11.23 billion related to the uncertain tax positions and $9.78 billion related to deferred tax liabilities as of December 31, 2025. Due to the uncertainty in the timing of the resolution of our uncertain tax positions, we are unable to make a reasonably reliable estimate of the timing of payments.
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Loss Contingencies
We are involved in legal proceedings, claims, and regulatory, tax or government inquiries and investigations. Significant judgment is required to determine both probability and the estimated amount of loss. Such matters are inherently unpredictable and subject to significant uncertainties, some of which are beyond our control. Should any of these estimates and assumptions change or prove to be incorrect, it could have a material impact on our results of operations, financial position, and cash flows.
See Note 5 — Non-Marketable Equity Investments, Note 7 — Leases, Note 10 — Long-term Debt, Note 11 — Commitments and Contingencies, Note 12 — Stockholders' Equity, and Note 14 — Income Taxes in the notes to the consolidated financial statements included in Part II, Item 8, and "Legal Proceedings" contained in Part I, Item 3 of this Annual Report on Form 10-K for additional information.
Recently Issued Accounting Pronouncements
For information on recently issued accounting pronouncements, see Note 1 — Summary of Significant Accounting Policies in the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
MD&A history
Prior-year 10-K MD&A spans are extracted from SEC filings with the same bounded parser used for the latest filing. The latest 10-K appears above; prior years are below.
FY 2024 10-K MD&A
SEC filing source: 0001326801-25-000017.
Item 7.Management's Discussion and Analysis of Financial Condition and Results of Operations
You should read the following discussion of our financial condition and results of operations in conjunction with our consolidated financial statements and the related notes included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K. In addition to our historical consolidated financial information, the following discussion contains forward-looking statements that reflect our plans, estimates, and beliefs. Our actual results could differ materially from those discussed in the forward-looking statements. Factors that could cause or contribute to these differences include those discussed below and elsewhere in this Annual Report on Form 10-K, particularly in Part I, Item 1A, "Risk Factors." For a discussion of limitations in the measurement of our Family metrics, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
To supplement our consolidated financial statements, which are prepared and presented in accordance with generally accepted accounting principles in the United States (GAAP), we present revenue on a constant currency basis and free cash flow, which are non-GAAP financial measures. Revenue on a constant currency basis is presented in the section entitled "—Revenue—Foreign Exchange Impact on Revenue." To calculate revenue on a constant currency basis, we translated revenue for the full year 2024 using 2023 monthly exchange rates for our settlement or billing currencies other than the U.S. dollar. For a full description of our free cash flow non-GAAP measure, see the section entitled "—Liquidity and Capital Resources—Free Cash Flow."
These non-GAAP financial measures are not intended to be considered in isolation or as a substitute for, or superior to, financial information prepared and presented in accordance with GAAP. These measures may be different from non‑GAAP financial measures used by other companies, limiting their usefulness for comparison purposes. Moreover, presentation of revenue on a constant currency basis is provided for year-over-year comparison purposes, and investors should be cautioned that the effect of changing foreign currency exchange rates has an actual effect on our operating results. We believe these non-GAAP financial measures provide investors with useful supplemental information about the financial performance of our business, enable comparison of financial results between periods where certain items may vary independent of business performance, and allow for greater transparency with respect to key metrics used by management in operating our business.
Executive Overview of Full Year 2024 Results
Our mission is to build the future of human connection and the technology that makes it possible.
Our financial results and key Family metrics for 2024 are set forth below. Total revenue for 2024 was $164.50 billion, an increase of 22% compared to 2023, due to an increase in advertising revenue. Revenue on a constant currency basis would have increased 23% compared to 2023. Ad impressions delivered across our Family of Apps in 2024 increased 11% year-over-year, and our average price per ad increased 10% year-over-year.
Income from operations for 2024 was $69.38 billion, an increase of $22.63 billion, or 48%, compared to 2023, driven by an increase in advertising revenue, partially offset by an increase in costs and expenses. The increase in costs and expenses was mainly due to increases in operational expenses related to our data centers and technical infrastructure and employee compensation, partially offset by lower restructuring and legal-related costs.
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Consolidated and Segment Results
We report our financial results for our two reportable segments: Family of Apps (FoA) and Reality Labs (RL). FoA includes Facebook, Instagram, Messenger, WhatsApp, and other services. RL includes our virtual, augmented, and mixed reality related consumer hardware, software, and content.
| Family of Apps | Reality Labs | Total | |||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year Ended December 31, | Year Ended December 31, | Year Ended December 31, | |||||||||||||||||||||||||||
| 2024 | 2023 | % change | 2024 | 2023 | % change | 2024 | 2023 | % change | |||||||||||||||||||||
| (in millions, except percentages) | |||||||||||||||||||||||||||||
| Revenue | $ | 162,355 | $ | 133,006 | 22% | $ | 2,146 | $ | 1,896 | 13% | $ | 164,501 | $ | 134,902 | 22% | ||||||||||||||
| Costs and expenses | 75,246 | 70,135 | 7% | 19,875 | 18,016 | 10% | 95,121 | 88,151 | 8% | ||||||||||||||||||||
| Income (loss) from operations | $ | 87,109 | $ | 62,871 | 39% | $ | (17,729) | $ | (16,120) | (10)% | $ | 69,380 | $ | 46,751 | 48% | ||||||||||||||
| Operating margin | 54 | % | 47 | % | (826) | % | (850) | % | 42 | % | 35 | % |
•Net income was $62.36 billion, with diluted earnings per share (EPS) of $23.86 for the year ended December 31, 2024.
•Capital expenditures, including principal payments on finance leases, were $39.23 billion for the year ended December 31, 2024.
•Share repurchases of our Class A common stock were $29.75 billion and total dividend and dividend equivalent payments were $5.07 billion for the year ended December 31, 2024.
•Cash, cash equivalents, and marketable securities were $77.81 billion as of December 31, 2024.
•Long-term debt was $28.83 billion as of December 31, 2024.
•Effective tax rate was 12% for the year ended December 31, 2024.
•Headcount was 74,067 as of December 31, 2024, an increase of 10% year-over-year.
Dividend
Beginning in February 2024, we declared and paid four quarterly cash dividends, including dividend equivalents, totaling $2.00 for each share of common stock during the year ended December 31, 2024. Total dividends and dividend equivalents paid were $4.38 billion and $691 million for Class A and Class B common stock, during the year ended December 31, 2024, respectively.
Family of Apps Metrics
•Family daily active people (DAP) was 3.35 billion on average for December 2024, an increase of 5% year-over-year.
•Ad impressions delivered across our Family of Apps increased by 11% year-over-year in 2024.
•Average price per ad increased by 10% year-over-year in 2024.
Developments in Advertising
Substantially all of our revenue is currently generated from advertising on Facebook and Instagram. We rely on targeting and measurement tools that incorporate data signals from user activity on websites and services that we do not control, as well as signals generated within our products, in order to deliver relevant and effective ads to our users. Our advertising revenue has been, and we expect will continue to be, adversely affected by reduced marketer spending as a result of limitations on our ad targeting and measurement tools arising from changes to the regulatory environment and third-party mobile operating systems and browsers.
In particular, legislative and regulatory developments such as the General Data Protection Regulation, including its evolving interpretation through decisions of the Court of Justice of the European Union, ePrivacy Directive, European Digital Services Act, Digital Markets Act, and U.S. state privacy laws including the California Consumer Privacy Act, as amended by the California Privacy Rights Act, have impacted our ability to use data signals in our ad products, and an increasing
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number of laws have been introduced limiting or prohibiting the provision of our services to younger users. We expect these and other developments will have further impact in the future. As a result, we have implemented, and we will continue to implement, whether voluntarily or otherwise, changes to our products and user data practices, which reduce our ability to effectively target and measure ads and may negatively impact our advertising revenue and user engagement. For example, in response to regulatory developments in Europe, we announced our plans to change the legal basis for behavioral advertising on Facebook and Instagram in the European Union, European Economic Area, and Switzerland from "legitimate interests" to "consent," and began offering users in the region a "subscription for no ads" alternative. We subsequently began offering users in the region who elect to continue using our services free-of-charge, supported by ads, an option to see less personalized ads, which are expected to be less relevant and effective than our premium ad offerings. We are engaging with regulators on our consent model. In addition, mobile operating system and browser providers, such as Apple and Google, have implemented product changes and/or announced future plans to limit the ability of websites and application developers to collect and use these signals to target and measure advertising. For example, in 2021, Apple made certain changes to its products and data use policies in connection with changes to its iOS operating system that reduce our and other iOS developers' ability to target and measure advertising, which has negatively impacted, and we expect will continue to negatively impact, the size of the budgets marketers are willing to commit to us and other advertising platforms.
To mitigate these developments, we are continually working to evolve our advertising systems to improve the performance of our ad products. We are developing privacy enhancing technologies to deliver relevant ads and measurement capabilities while reducing the amount of personal information we process, including by relying more on anonymized or aggregated third-party data. In addition, we are developing tools that enable marketers to share their data into our systems, as well as ad products that generate more valuable signals within our apps. More broadly, we also continue to innovate our advertising tools to help marketers prepare campaigns and connect with consumers, including developing growing formats such as Reels ads and our business messaging ad products. Across all of these efforts, we are making significant investments in artificial intelligence (AI), including generative AI, to improve our delivery, targeting, and measurement capabilities. Further, we are focused on driving onsite conversions in our business messaging ad products by developing new features and scaling existing features.
We are also engaging with others across our industry to explore the possibility of new open standards for the private and secure processing of data for advertising purposes. We believe our ongoing improvements to ad targeting and measurement are continuing to drive improved results for advertisers. However, we expect that some of these efforts will be long-term initiatives, and that the legislative, regulatory and platform developments described above will continue to adversely impact our advertising revenue for the foreseeable future.
In addition, we maintain advertising policies to protect the security and integrity of our platform and comply with global content, security, and integrity obligations. Our ongoing efforts to enhance enforcement against ads and marketers which violate our advertising policies adversely affect our revenue, and we expect that the continued enhancement of such efforts will have an impact on our revenue in the future, which may be material.
Other Business and Macroeconomic Conditions
Other global and regional business, macroeconomic, and geopolitical conditions also have had, and we believe will continue to have, an impact on our user growth and engagement and advertising revenue. In particular, we believe advertising budgets have been pressured from time to time by factors such as inflation, high interest rates, and related market uncertainty, which has led to reduced marketer spending. While we saw improvement in business and macroeconomic conditions in recent periods, continued business, macroeconomic, and geopolitical uncertainty remains, which could impact our financial results in future periods.
In addition, competitive products and services have reduced some users' engagement with our products and services. We are investing in Reels and in AI initiatives across our products, including our AI-powered discovery engine to recommend relevant content, which we have already seen results in improved user engagement and monetization of our products. However, we continue to face competition from other products and services within certain demographics, in particular younger users. In addition, while Reels is growing in usage, it monetizes at a lower rate than our Feed and Stories products and we expect it will continue to monetize at a lower rate for the foreseeable future. We also have seen fluctuations and declines in the size of our active user base in one or more regions from time to time due to geopolitical conditions, which have adversely affected our user growth and engagement. These trends adversely affected advertising revenue in 2024, and we expect will continue to affect our advertising revenue in the foreseeable future.
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Although we regularly evaluate a variety of sources to understand trends in our advertising revenue, we do not have perfect visibility into the factors driving advertiser spending decisions and our assessments involve complex judgments about what is driving advertising decisions across a large and diversified advertiser base across the globe. Trends impacting advertising spend are also dynamic and interrelated. As a result, it is difficult to identify with precision which advertiser spending decisions are attributable to which trends, and we are unable to quantify the exact impact that each trend had on our advertising revenue during the periods presented.
Investment Philosophy
We expect to continue to build on the discipline and habits that we developed in 2022 when we initiated several efforts to increase our operating efficiency, while still remaining focused on investing in significant opportunities. In 2024, 79% of our total costs and expenses were recognized in FoA and 21% were recognized in RL. Our FoA investments include expenses relating to headcount, data centers, and technical infrastructure as part of our efforts to develop our apps and our advertising services. These efforts include significant investments in AI initiatives, including to recommend relevant content across our products, enhance our advertising tools, develop new products, and develop new features for existing products using generative AI. In particular, we expect our AI initiatives will require increased investment in infrastructure and headcount.
We are also making significant investments in our metaverse and wearables efforts, including developing virtual, augmented, and mixed reality devices, software for social platforms, neural interfaces, and other foundational technologies. Our RL investments include expenses relating to technology development across these efforts. Many of our RL investments are directed toward long-term, cutting-edge research and development for products that may only be fully realized in the next decade. In 2024, our RL segment reduced our overall operating profit by approximately $17.73 billion, and we continue to expect our RL operating losses to increase in 2025. We expect this will be a complex, evolving, and long-term initiative, and our ability to support our RL efforts is dependent on generating sufficient profits from other areas of our business. We are investing now because we believe this is the next chapter of the internet and will unlock monetization opportunities for businesses, developers, and creators, including around advertising, hardware, and digital goods.
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Trends in Our Revenue by User Geography
We calculate our revenue by user geography based on our estimate of the geography in which ad impressions are delivered, virtual and digital goods are purchased, or consumer hardware products are shipped. The geography of our users affects our revenue and financial results. Our revenue in regions such as United States & Canada and Europe is relatively higher primarily due to the size and maturity of those online and mobile advertising markets, and ad impression growth is primarily in geographies that monetize at lower rates, such as Asia-Pacific and Rest of World. In 2024, revenue increased by 18% in United States & Canada, 26% in Europe, 22% in Asia-Pacific, and 31% in Rest of World, in each case relative to 2023.
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| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 |
|---|---|---|---|---|---|---|---|---|---|---|
| Ad Revenue | Non-Ad Revenue |
Note: Non-advertising revenue includes RL revenue generated from the delivery of consumer hardware products and FoA Other revenue, which consists of revenue from WhatsApp Business Platform, Meta Verified subscriptions, net fees we receive from developers using our Payments infrastructure, and revenue from various other sources.
Our revenue by user geography in the charts above is geographically apportioned based on our estimation of the geographic location of our users when they perform a revenue-generating activity. This allocation differs from our revenue disaggregated by geography disclosure in Note 2 — Revenue in our consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplemental Data" where revenue is geographically apportioned based on the addresses of our customers.
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Trends in Our Family Metrics
The numbers for our key Family metrics, our DAP and average revenue per person (ARPP), do not include users on our other products unless they would otherwise qualify as DAP based on their other activities on our Family products.
Trends in the number of people in our community affect our revenue and financial results by influencing the number of ads we are able to show, the value of our ads to marketers, as well as our expenses and capital expenditures. Substantially all of our daily active people (as defined below) access our Family products on mobile devices.
•Daily Active People (DAP). We define a daily active person as a registered and logged-in user of Facebook, Instagram, Messenger, and/or WhatsApp (collectively, our "Family" of products) who visited at least one of these Family products through a mobile device application or using a web or mobile browser on a given day. We do not require people to use a common identifier or link their accounts to use multiple products in our Family, and therefore must seek to attribute multiple user accounts within and across products to individual people. Our calculations of DAP rely upon complex techniques, algorithms, and machine learning models that seek to estimate the underlying number of unique people using one or more of these products, including by matching user accounts within an individual product and across multiple products when we believe they are attributable to a single person, and counting such group of accounts as one person. As these techniques and models require significant judgment, are developed based on internal reviews of limited samples of user accounts, and are calibrated against user survey data, there is necessarily some margin of error in our estimates. We view DAP as a measure of engagement across our products. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
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Note: We report the numbers of DAP as specific amounts, but these numbers are estimates of the numbers of unique people using our products and are subject to statistical variances and errors. While we expect the error margin for these estimates to vary from period to period, we estimate that such margin generally will be approximately 3% of our worldwide DAP. At our scale, it is very difficult to attribute multiple user accounts within and across products to individual people, and it is possible that the actual numbers of unique people using our products may vary significantly from our estimates, potentially beyond our estimated error margins. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K. Beginning in the fourth quarter of 2023, our Family metrics no longer include Messenger Kids users.
Worldwide DAP increased 5% to 3.35 billion on average during December 2024 from 3.19 billion during December 2023.
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•Average Revenue Per Person (ARPP). Our Family of Apps (FoA) revenue represents the substantial majority of our total revenue. We define ARPP as our FoA revenue during a given quarter, divided by the average of the number of DAP at the beginning and end of the quarter.
| ARPP: | $10.68 | $9.47 | $10.42 | $10.93 | $12.33 | $11.20 | $11.89 | $12.29 | $14.25 |
|---|---|---|---|---|---|---|---|---|---|
| Ad Revenue | Non-Ad Revenue |
Note: We updated our definition of ARPP beginning in the first quarter of 2024 and have recast ARPP in prior periods for comparative purposes.
Our annual worldwide ARPP in 2024, which represents the sum of quarterly ARPP during such period, was $49.63, an increase of 15% from 2023.
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Trends in Our Ad Impressions and Average Price Per Ad
•Ad Impressions. Our advertising revenue is generated by displaying ad products on Facebook, Instagram, Messenger, and third-party mobile applications. Impressions are considered delivered when an ad is displayed to a user.
Note: Our ad impressions growth by user geography in the charts above is geographically apportioned based on our estimation of the geographic location of our users when an ad impression is delivered.
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•Average Price Per Ad. We calculate average price per ad as total advertising revenue divided by the number of ads delivered.
Note: Our average price per ad growth by user geography in the charts above is geographically apportioned based on our estimation of the geographic location of our users when an ad impression is delivered.
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Critical Accounting Estimates
Our consolidated financial statements are prepared in accordance with GAAP. The preparation of these consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, costs and expenses, and related disclosures. On an ongoing basis, we evaluate our accounting estimates based on historical experience and on various other assumptions that we believe are reasonable under the circumstances. The actual impact on our financial performance could differ from these estimates under different assumptions or conditions.
An accounting estimate is considered critical if both (i) the nature of the estimates or assumptions is material due to the levels of subjectivity and judgment involved, and (ii) the impact within a reasonable range of outcomes of the estimates and assumptions is material to our consolidated financial statements. We believe that the estimates and assumptions associated with loss contingencies, income taxes, and valuation of assets, when applicable, have the greatest potential impact on our consolidated financial statements. Therefore, we consider these to be our critical accounting estimates. For further information on all of our significant accounting policies, see Note 1 — Summary of Significant Accounting Policies in the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
Loss Contingencies
We are involved in legal proceedings, claims, and regulatory, tax or government inquiries and investigations that arise in the ordinary course of business. Certain of these matters include speculative claims for substantial or indeterminate amounts of damages. Additionally, we are required to comply with various legal and regulatory obligations around the world, and we regularly become subject to new laws and regulations in the jurisdictions in which we operate. The requirements for complying with these obligations may be uncertain and subject to interpretation and enforcement by regulatory and other authorities, and any failure to comply with such obligations could eventually lead to asserted legal or regulatory action. With respect to these matters, asserted and unasserted, we evaluate the associated developments on a regular basis and accrue a liability when we believe that it is both probable that a loss has been incurred and the amount can be reasonably estimated.
We review the developments in our contingencies that could affect the amount of the provisions that have been previously recorded, and the matters and related reasonably possible losses disclosed. We make adjustments to our provisions and changes to our disclosures accordingly to reflect the merits of our defenses and the impact of negotiations, settlements, regulatory proceedings, rulings, advice of legal counsel, and updated information. Significant judgment is required to determine the probability of loss and the estimated amount of loss, including when and if the probability and estimate has changed for asserted and unasserted matters. Certain factors, in particular, have resulted in significant changes to these estimates and judgments in prior quarters based on updated information available. For example, in certain jurisdictions where we operate, fines and penalties may be the result of new laws and preliminary interpretations regarding the basis of assessing damages, which may make it difficult to estimate what such fines and penalties would amount to if successfully asserted against us. In addition, certain government inquiries and investigations, such as matters before our lead European Union privacy regulator, the Irish Data Protection Commission, are subject to review by other regulatory bodies before decisions are finalized, which can lead to significant changes in the outcome of an inquiry. As a result of these and other factors, we reasonably expect that our estimates and judgments with respect to our contingencies may continue to be revised in the future.
The ultimate outcome of these matters, such as whether the likelihood of loss is remote, reasonably possible, or probable or if and when the reasonably possible range of loss is estimable, is inherently uncertain. Therefore, if one or more of these matters were resolved against us for amounts that materially differ from management's estimates of losses, it could have a favorable or unfavorable impact on our results of operations and financial condition, including in a particular reporting period in which any such outcome becomes probable and estimable. See Note 12 — Commitments and Contingencies and Note 15 — Income Taxes of the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" and Part I, Item 3, "Legal Proceedings" of this Annual Report on Form 10-K for additional information regarding these contingencies.
Income Taxes
We are subject to income taxes in the United States and numerous foreign jurisdictions. Significant judgment is required in determining our provision for income taxes and income tax assets and liabilities, including evaluating uncertainties in the application of accounting principles and complex tax laws. Our actual and forecasted income (loss) before
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provision is subject to change due to economic, political and other conditions and significant judgment is required in determining our ability to recognize our net deferred tax assets.
We recognize tax benefits from uncertain tax positions only if we believe that it is more likely than not that the tax position will be sustained on examination by the taxing authorities based on the technical merits of the position. These uncertain tax positions include our estimates related to uncertainties with our research and development tax credits that are based on an assessment of whether our available documentation corroborating the nature of our activities supporting the tax credits will be sufficient. Similarly, our estimates for transfer pricing have been developed based upon analyses of appropriate arms-length prices. Although we believe that we have adequately reserved for our uncertain tax positions (including net interest and penalties), we can provide no assurance that the final tax outcome of these matters will not be materially different, as significant judgment is required in evaluating and estimating our provision for income taxes. We make adjustments to these reserves in accordance with the income tax accounting guidance when facts and circumstances change, such as the closing of a tax audit or the refinement of an estimate. To the extent that the final tax outcome of these matters is different from the amounts recorded, such differences will affect the provision for income taxes in the period in which such determination is made, and could have a material impact on our financial condition and operating results.
Valuation of Assets
The valuation and impairment assessment of certain assets, including recoverability, requires significant judgment and assumptions such as estimation of future cash flows, discount rates, market data of comparable assets and companies, holding period and residual value of asset groups, among others.
Impairment testing for long-lived-assets, including property and equipment and operating lease right-of-use assets, occurs whenever events or circumstances indicate that the carrying amount of such assets may not be recoverable compared to the future undiscounted cash flows the assets are expected to generate from the use and eventual disposition. The impairment test is performed at the asset group level for which identifiable cash flows are largely independent of the cash flows of other assets and liabilities. When the test results indicate that the carrying amount of long-lived assets is not recoverable, the carrying amount of such assets is reduced to fair value.
Impairment testing for non-marketable equity securities without readily determinable fair values accounted for using the measurement alternative is performed at each reporting date to determine whether there are triggering events for impairment. Such qualitative assessment considers factors such as, but not limited to, the investee's financial condition and business outlook; industry and sector performance; regulatory, economic or technological environment; operational and financing cash flows; and other relevant events and factors affecting the investee. When indicators of impairment exist, we estimate the fair value of our non-marketable equity securities using the market approach and/or the income approach and recognize impairment loss in our consolidated statements of income if the estimated fair value is less than the carrying value. In addition, for these non-marketable equity securities, determining whether a non-marketable equity security issued by the same issuer is similar to the non-marketable equity security we hold may require judgment in (a) assessment of differences in rights and obligations associated with the instruments such as voting rights, distribution rights and preferences, and conversion features, and (b) adjustments to the observable price for differences such as, but not limited to, rights and obligations, control premium, liquidity, or principal or most advantageous markets. The identification of observable transactions will depend on the timely reporting of these transactions from our investee companies, which may occur in a period subsequent to when the transactions take place. Therefore, our fair value adjustment for these observable transactions may occur in a period subsequent to when the transaction actually occurred.
Change in Accounting Estimate
In January 2025, we completed an assessment of the useful lives of certain servers and network assets, which resulted in an increase in their estimated useful life to 5.5 years, effective beginning fiscal year 2025. Based on the servers and network assets placed in service as of December 31, 2024, we expect this change in accounting estimate will reduce our full-year 2025 depreciation expense by approximately $2.9 billion. For information regarding the change in useful lives of our servers and network assets, see Note 1 of the Notes to the Consolidated Financial Statements in Item 8 of this Annual Report on Form 10-K.
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Components of Results of Operations
Revenue
Family of Apps (FoA)
Advertising. We generate substantially all of our revenue from advertising. Our advertising revenue is generated by displaying ad products on Facebook, Instagram, Messenger, and third-party mobile applications. Marketers pay for ad products either directly or through their relationships with advertising agencies or resellers, based on the number of impressions delivered or the number of actions, such as clicks, taken by users.
We recognize revenue from the display of impression-based ads in the contracted period in which the impressions are delivered. Impressions are considered delivered when an ad is displayed to a user. We recognize revenue from the delivery of action-based ads in the period in which a user takes the action the marketer contracted for. The number of ads we show is subject to methodological changes as we continue to evolve our ads business and the structure of our ads products. In particular, the ads we show may vary by product (for example, our video and Reels products are not currently monetized at the same rate as our Feed or Stories products), and from time to time we increase or decrease the number or frequency of ads we show as part of our product and monetization strategies. We calculate average price per ad as total advertising revenue divided by the number of ads delivered, representing the average price paid per ad by a marketer regardless of their desired objective such as impression or action. For advertising revenue arrangements where we are not the principal, we recognize revenue on a net basis.
Other revenue. Other revenue consists of revenue from WhatsApp Business Platform, Meta Verified subscriptions, net fees we receive from developers using our Payments infrastructure, and revenue from various other sources.
Reality Labs (RL)
RL revenue is generated from the delivery of consumer hardware products, such as Meta Quest and Ray-Ban Meta AI glasses, and related software and content.
Cost of Revenue and Operating Expenses
Cost of revenue. Our cost of revenue consists of expenses associated with the delivery and distribution of our products. These mainly include expenses related to the operation of our data centers and technical infrastructure, such as depreciation expense from servers, network infrastructure and buildings, employee compensation which includes payroll, share-based compensation and benefits for employees on our operations teams, and energy and bandwidth costs. Cost of revenue also consists of costs associated with partner arrangements, including traffic acquisition costs and credit card and other fees related to processing customer transactions; RL inventory costs, which consist of cost of products sold and estimated losses on non-cancelable contractual commitments; and content costs.
Research and development. Research and development expenses consist mostly of employee compensation which includes payroll, share-based compensation and benefits for our employees on our engineering and technical teams who are responsible for developing new technologies and products; RL technology development costs; infrastructure costs; and facilities-related costs.
Marketing and sales. Marketing and sales expenses consist primarily of employee compensation which includes payroll, share-based compensation and benefits for our employees engaged in sales, sales support, marketing, business development, and customer service functions; marketing and promotional expenses; and professional services to support our community and product operations.
General and administrative. General and administrative expenses consist primarily of employee compensation which includes payroll, share-based compensation and benefits for certain of our executives as well as our legal, finance, human resources, corporate communications and policy, and other administrative employees; legal-related costs, which include estimated fines, settlements, or other losses in connection with legal and related matters, as well as other legal fees; other taxes, such as digital services taxes and other non-income-based tax levies; and professional services.
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Results of Operations
In this section, we discuss the results of our operations for the year ended December 31, 2024 compared to the year ended December 31, 2023. For a discussion of the year ended December 31, 2023 compared to the year ended December 31, 2022, please refer to Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Annual Report on Form 10-K for the year ended December 31, 2023.
The following table sets forth our consolidated statements of income data (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | ||||||||
| Revenue | $ | 164,501 | $ | 134,902 | $ | 116,609 | ||||
| Costs and expenses: | ||||||||||
| Cost of revenue | 30,161 | 25,959 | 25,249 | |||||||
| Research and development | 43,873 | 38,483 | 35,338 | |||||||
| Marketing and sales | 11,347 | 12,301 | 15,262 | |||||||
| General and administrative | 9,740 | 11,408 | 11,816 | |||||||
| Total costs and expenses | 95,121 | 88,151 | 87,665 | |||||||
| Income from operations | 69,380 | 46,751 | 28,944 | |||||||
| Interest and other income (expense), net | 1,283 | 677 | (125) | |||||||
| Income before provision for income taxes | 70,663 | 47,428 | 28,819 | |||||||
| Provision for income taxes | 8,303 | 8,330 | 5,619 | |||||||
| Net income | $ | 62,360 | $ | 39,098 | $ | 23,200 |
The following table sets forth our consolidated statements of income data (as a percentage of revenue)(1):
| Year Ended December 31, | ||||||||
|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | ||||||
| Revenue | 100 | % | 100 | % | 100 | % | ||
| Costs and expenses: | ||||||||
| Cost of revenue | 18 | 19 | 22 | |||||
| Research and development | 27 | 29 | 30 | |||||
| Marketing and sales | 7 | 9 | 13 | |||||
| General and administrative | 6 | 8 | 10 | |||||
| Total costs and expenses | 58 | 65 | 75 | |||||
| Income from operations | 42 | 35 | 25 | |||||
| Interest and other income (expense), net | 1 | 1 | — | |||||
| Income before provision for income taxes | 43 | 35 | 25 | |||||
| Provision for income taxes | 5 | 6 | 5 | |||||
| Net income | 38 | % | 29 | % | 20 | % |
_________________________
(1)Percentages have been rounded for presentation purposes and may differ from unrounded results.
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Revenue
The following table sets forth our revenue by source and by segment:
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | 2024 vs 2023 % change | 2023 vs 2022 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Advertising | $ | 160,633 | $ | 131,948 | $ | 113,642 | 22 | % | 16 | % | |||||||
| Other revenue | 1,722 | 1,058 | 808 | 63 | % | 31 | % | ||||||||||
| Family of Apps | 162,355 | 133,006 | 114,450 | 22 | % | 16 | % | ||||||||||
| Reality Labs | 2,146 | 1,896 | 2,159 | 13 | % | (12) | % | ||||||||||
| Total revenue | $ | 164,501 | $ | 134,902 | $ | 116,609 | 22 | % | 16 | % |
Family of Apps
FoA revenue in 2024 increased $29.35 billion, or 22%, compared to 2023. The increase was almost entirely driven by advertising revenue.
Advertising
Advertising revenue in 2024 increased $28.68 billion, or 22%, compared to 2023 due to increases in ad impressions delivered and average price per ad. In 2024, ad impressions delivered increased by 11%, as compared with a 28% increase in 2023, year-over-year. Ad impressions delivered during 2024 grew in all regions, especially in Asia-Pacific and Rest of World, which was mostly driven by increases in users and their engagement on our products. In 2024, the average price per ad increased by 10%, as compared with a decrease of 9% in 2023, year-over-year. The increase in average price per ad in 2024 was driven by an increase in advertising demand, which we believe is mainly due to ongoing improvements to our ad performance from our ad targeting and measurement tools. This increase was partially offset by a higher number of ad impressions delivered, especially in geographies and in products, such as Reels, that monetize at lower rates. Other factors are discussed in the section entitled "—Executive Overview of Full Year 2024 Results." In addition, the online commerce vertical was the largest contributor to the increase in advertising revenue in 2024 compared to 2023. We anticipate that future advertising revenue will be driven by a combination of price and ad impressions delivered.
Other revenue
FoA other revenue in 2024 increased $664 million, or 63%, compared to 2023. The increase was primarily driven by WhatsApp Business Platform revenue.
Reality Labs
RL revenue in 2024 increased $250 million, or 13%, compared to 2023. The increase was mostly due to an increase in RL consumer hardware products sold.
Revenue Seasonality
Revenue is traditionally seasonally strong in the fourth quarter of each year due in part to seasonal holiday demand. We believe that this seasonality in both advertising revenue and RL consumer hardware sales affects our quarterly results, which generally reflect significant growth in revenue between the third and fourth quarters and a decline between the fourth and subsequent first quarters. For instance, our total revenue increased 19%, 17%, and 16% between the third and fourth quarters of 2024, 2023, and 2022, respectively, while total revenue for the first quarters of 2024, 2023, and 2022 declined 9%, 11%, and 17% compared to the fourth quarters of 2023, 2022, and 2021, respectively.
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Foreign Exchange Impact on Revenue
Changes in foreign exchange rates had an unfavorable impact on our revenue in the full year 2024 compared to the same period in 2023. To calculate revenue on a constant currency basis, we translated revenue using the prior year's monthly exchange rates for our settlement or billing currencies other than the U.S. dollar. Using these constant rates for full year 2024, our total revenue and advertising revenue would have been $165.37 billion and $161.51 billion, which were $874 million and $880 million higher than actual total revenue and advertising revenue, respectively.
Cost of revenue
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | 2024 vs 2023 % change | 2023 vs 2022 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Cost of revenue | $ | 30,161 | $ | 25,959 | $ | 25,249 | 16 | % | 3 | % | |||||||
| Percentage of revenue | 18 | % | 19 | % | 22 | % |
Cost of revenue in 2024 increased $4.20 billion, or 16%, compared to 2023. The increase was primarily due to higher operational expenses related to our data centers and technical infrastructure, mostly from higher depreciation expense.
See Note 7 — Property and Equipment in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding depreciation expense.
Research and development
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | 2024 vs 2023 % change | 2023 vs 2022 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Research and development | $ | 43,873 | $ | 38,483 | $ | 35,338 | 14 | % | 9 | % | |||||||
| Percentage of revenue | 27 | % | 29 | % | 30 | % |
Research and development expenses in 2024 increased $5.39 billion, or 14%, compared to 2023. The increase was mostly due to higher employee compensation as well as infrastructure costs for research and development, partially offset by lower restructuring charges.
The higher employee compensation was mainly from a 13% growth in employee headcount from 2023 to 2024 in engineering and other technical functions supporting our continued investment in our family of products and Reality Labs.
See Note 3 — Restructuring in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding restructuring charges.
Marketing and sales
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | 2024 vs 2023 % change | 2023 vs 2022 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Marketing and sales | $ | 11,347 | $ | 12,301 | $ | 15,262 | (8) | % | (19) | % | |||||||
| Percentage of revenue | 7 | % | 9 | % | 13 | % |
Marketing and sales expenses in 2024 decreased $954 million, or 8%, compared to 2023. The decrease was primarily due to lower restructuring charges and, to a lesser extent, a decrease in employee compensation.
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See Note 3 — Restructuring in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding restructuring charges.
General and administrative
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | 2024 vs 2023 % change | 2023 vs 2022 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| General and administrative | $ | 9,740 | $ | 11,408 | $ | 11,816 | (15) | % | (3) | % | |||||||
| Percentage of revenue | 6 | % | 8 | % | 10 | % |
General and administrative expenses in 2024 decreased $1.67 billion, or 15%, compared to 2023. The decrease was mostly driven by a favorable impact of $1.55 billion in legal-related costs. To a lesser extent, the decrease was also attributed to lower restructuring charges, partially offset by an increase in other taxes.
See Note 3 — Restructuring and Note 12 — Commitments and Contingencies in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding restructuring charges and legal-related costs, respectively.
Segment profitability
The following table sets forth income (loss) from operations by segment:
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | 2024 vs 2023 % change | 2023 vs 2022 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Family of Apps | $ | 87,109 | $ | 62,871 | $ | 42,661 | 39 | % | 47 | % | |||||||
| Reality Labs | (17,729) | (16,120) | (13,717) | (10) | % | (18) | % | ||||||||||
| Total income from operations | $ | 69,380 | $ | 46,751 | $ | 28,944 | 48 | % | 62 | % |
Family of Apps
FoA income from operations in 2024 increased $24.24 billion, or 39%, compared to 2023. The increase in FoA income from operations was driven by higher advertising revenue which was partially offset by an increase in costs and expenses. The increase in costs and expenses was mainly due to increases in operational expenses related to our data centers and technical infrastructure, mostly from higher depreciation expense and employee compensation, partially offset by lower restructuring and legal-related costs.
Reality Labs
RL loss from operations in 2024 increased $1.61 billion, or 10%, compared to 2023, driven by an increase in RL costs and expenses. RL costs and expenses increased primarily due to increases in employee compensation and infrastructure costs.
See Note 3 — Restructuring, Note 7 — Property and Equipment, Note 12 — Commitments and Contingencies, and Note 16 — Segment and Geographical Information in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding restructuring charges, depreciation expense, legal-related costs, and segment employee compensation, respectively.
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Interest and other income (expense), net
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | 2024 vs 2023 % change | 2023 vs 2022 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Interest income | $ | 2,517 | $ | 1,639 | $ | 461 | 54 | % | 256 | % | |||||||
| Interest expense | (715) | (446) | (185) | (60) | % | (141) | % | ||||||||||
| Foreign currency exchange losses, net | (690) | (366) | (81) | (89) | % | (352) | % | ||||||||||
| Other income (expense), net | 171 | (150) | (320) | 214 | % | 53 | % | ||||||||||
| Total interest and other income (expense), net | $ | 1,283 | $ | 677 | $ | (125) | 90 | % | NM |
____________________________________
NM - not meaningful
Interest and other income (expense), net in 2024 increased $606 million compared to 2023, mostly due to an increase in interest income from a combination of higher balances and interest rates, partially offset by an increase in interest expense on our long-term debt.
Provision for income taxes
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | 2024 vs 2023 % change | 2023 vs 2022 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Provision for income taxes | $ | 8,303 | $ | 8,330 | $ | 5,619 | — | % | 48 | % | |||||||
| Effective tax rate | 12 | % | 18 | % | 19 | % |
Our provision for income taxes in 2024 decreased $27 million compared to 2023, due to a decrease in the effective tax rate, offset by an increase in income before provision for income taxes.
Our effective tax rate in 2024 decreased compared to 2023, primarily due to excess tax benefits recognized from share-based compensation and an increase in research tax credits.
Effective Tax Rate Items. Our effective tax rate in the future will depend upon the proportion between the following items and income before provision for income taxes: U.S. tax benefits from foreign-derived intangible income, tax effects from share-based compensation, research tax credit, tax effects from capital losses not expected to be utilized, settlement of tax contingency items, tax effects of changes in our business, and the effects of changes in tax law.
The accounting for share-based compensation may increase or decrease our effective tax rate based upon the difference between our share-based compensation expense and the deductions taken on our tax return, which depend upon the stock price at the time of employee award vesting. If our stock price remains constant to the January 24, 2025 price, and absent any changes to our tax landscape, we expect our effective tax rate for the full year 2025 to be in the range of 12-15%. This includes the effects of the mandatory capitalization and amortization of research and development expenses incurred in 2024, as required by the 2017 Tax Cuts and Jobs Act (Tax Act). The mandatory capitalization requirement increased our 2024 cash tax liabilities materially but also decreased our effective tax rate due to increasing the foreign-derived intangible income deduction. If the mandatory capitalization is deferred, our effective tax rate in 2025 could be higher when compared to current law and our cash tax liabilities could be lower.
A number of countries have enacted legislation to implement the Organization for Economic Cooperation and Development’s 15% global minimum tax regime with effect from January 1, 2024. These changes did not have a material impact on our consolidated financial statements for 2024. We continue to evaluate the impacts of proposed and enacted legislation with respect to the global minimum tax regime in the jurisdictions we operate in. As additional jurisdictions enact legislation, transitional relief expires, and other provisions of the minimum tax legislation become effective, our effective tax rate and cash tax payments could increase in future years.
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Unrecognized Tax Benefits. As of December 31, 2024, we had net uncertain tax positions of $9.99 billion which was included in long-term income taxes on our consolidated balance sheets. These unrecognized tax benefits were predominantly accrued for uncertainties with our research tax credits and transfer pricing with our foreign subsidiaries, which include licensing of intellectual property, providing services and other transactions. The ultimate settlement of the liabilities will depend upon resolution of tax audits, litigation, or events that would otherwise change the assessment of such items. Based upon the status of litigation described below and the current status of tax audits in various jurisdictions, we do not anticipate a material change to such amounts within the next 12 months.
See Note 15 — Income Taxes in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding income tax contingencies.
Liquidity and Capital Resources
Our principal sources of liquidity are our cash, cash equivalents, marketable securities, and cash generated from operations. Cash, cash equivalents, and marketable securities are comprised of cash on deposit with banks, time deposits, money market funds, U.S. government and agency securities, investment grade corporate debt securities, and marketable equity securities. As part of our cash management strategy, we concentrate cash deposits with large financial institutions and our investment holdings are in diversified highly rated securities. Cash, cash equivalents, and marketable securities were $77.81 billion as of December 31, 2024, an increase of $12.41 billion from December 31, 2023. The increase was due to $91.33 billion of cash generated from operations and $10.43 billion of net proceeds from the issuance of fixed-rate senior unsecured notes (the Notes) in August 2024. These increases were offset by $39.23 billion of capital expenditures, including principal payments on finance leases, our capital returns of $35.20 billion for repurchases of our Class A common stock and payments of dividends and dividend equivalents, and $13.77 billion of taxes paid related to net share settlement of employee restricted stock unit (RSU) awards.
The following table presents our cash flows (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | ||||||||
| Net cash provided by operating activities | $ | 91,328 | $ | 71,113 | $ | 50,475 | ||||
| Net cash used in investing activities | $ | (47,150) | $ | (24,495) | $ | (28,970) | ||||
| Net cash used in financing activities | $ | (40,781) | $ | (19,500) | $ | (22,136) |
Cash Provided by Operating Activities
Cash provided by operating activities during 2024 mostly consisted of $62.36 billion net income adjusted for certain non-cash items, such as $16.69 billion of share-based compensation expense and $15.50 billion of depreciation and amortization expense. The increase in cash flows from operating activities during 2024 compared to 2023, was due to an increase in cash collection from our customers driven by the increase in revenue, partially offset by higher cash paid for income taxes and other operational spending.
Cash Used in Investing Activities
Cash used in investing activities during 2024 mostly consisted of $37.26 billion of purchases of property and equipment as we continued to invest in servers, data centers, and network infrastructure, and $9.75 billion of net purchases of marketable securities. The increase in cash used in investing activities during 2024 compared to 2023 was mostly due to increases in net purchases of marketable debt securities and property and equipment.
We anticipate making capital expenditures of approximately $60 billion to $65 billion in 2025 to support our core business and generative AI efforts.
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Cash Used in Financing Activities
Cash used in financing activities during 2024 mostly consisted of $30.13 billion for repurchases of our Class A common stock, $5.07 billion of payments of dividends and dividend equivalents, and $13.77 billion of taxes paid related to net share settlement of RSUs, partially offset by $10.43 billion of net proceeds from the issuance of additional Notes in August 2024. The increase in cash used in financing activities during 2024 compared to 2023, was mostly due to increases in our capital returns of $10.35 billion for repurchases of our Class A common stock and $5.07 billion for quarterly dividend payments that began in March 2024, as well as a $6.76 billion increase in taxes paid related to net share settlement of RSUs.
Free Cash Flow
In addition to other financial measures presented in accordance with U.S. GAAP, we monitor free cash flow (FCF) as a non-GAAP measure to manage our business, make planning decisions, evaluate our performance, and allocate resources. We define FCF as net cash provided by operating activities reduced by purchases of property and equipment and principal payments on finance leases.
We believe that FCF is one of the key financial indicators of our business performance over the long term and provides useful information regarding how cash provided by operating activities compares to the property and equipment investments required to maintain and grow our business.
We have chosen our definition for FCF because we believe that this methodology can provide useful supplemental information to help investors better understand underlying trends in our business. We use FCF in discussions with our senior management and board of directors.
FCF has limitations as an analytical tool, and you should not consider it in isolation or as a substitute for analysis of other GAAP financial measures, such as net cash provided by operating activities. FCF is not intended to represent our residual cash flow available for discretionary expenses. Some of the limitations of FCF are:
•FCF does not reflect our future contractual commitments; and
•other companies in our industry present similarly titled measures differently than we do, limiting their usefulness as comparative measures.
Management compensates for the inherent limitations associated with using the FCF measure through disclosure of such limitations, presentation of our financial statements in accordance with GAAP, and reconciliation of FCF to the most directly comparable GAAP measure, net cash provided by operating activities, as presented below.
The following is a reconciliation of FCF to the most comparable GAAP measure, net cash provided by operating activities (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2024 | 2023 | 2022 | ||||||||
| Net cash provided by operating activities | $ | 91,328 | $ | 71,113 | $ | 50,475 | ||||
| Purchases of property and equipment | (37,256) | (27,045) | (31,186) | |||||||
| Principal payments on finance leases | (1,969) | (1,058) | (850) | |||||||
| Free cash flow | $ | 52,103 | $ | 43,010 | $ | 18,439 |
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Material Cash Requirements
We currently anticipate that our available funds and cash flow from operations and financing activities will be sufficient to meet our operational cash needs and fund our investments in infrastructure and AI initiatives, share repurchases and dividend payments for at least the next 12 months and thereafter for the foreseeable future. We continuously evaluate our liquidity and capital resources, including our access to external capital, to ensure we can finance our future capital requirements.
Leases and Contractual Commitments
Our operating lease obligations mostly include data centers, offices and colocations. Our finance lease obligations include certain network infrastructure. Our facilities consolidation restructuring efforts did not materially change our operating lease obligations. Our contractual commitments are primarily related to our investments in servers and network infrastructure, and content costs from content providers whom we license video and music to increase engagement on the platform.
Long-term Debt
As of December 31, 2024, we had outstanding long-term debt in the form of senior unsecured notes for an aggregate principal amount of $29.0 billion, which mature from 2027 through 2064. Short-term and long-term future interest payments obligations as of December 31, 2024 were $1.39 billion and $28.10 billion, respectively.
Capital Return Program
Share Repurchase
Our board of directors has authorized a share repurchase program of our Class A common stock, which commenced in January 2017 and does not have an expiration date. In 2024, we repurchased and subsequently retired 65 million shares of our Class A common stock for an aggregate amount of $29.75 billion. As of December 31, 2024, $51.28 billion remained available and authorized for repurchases.
Dividend
We paid four quarterly cash dividends, including dividend equivalents, totaling $2.00 for each share of Class A and Class B common stock during the year ended December 31, 2024. Total dividends and dividend equivalents paid were $5.07 billion for the year ended December 31, 2024. Subject to legally available funds and future declaration by our board of directors, we currently intend to continue to pay a quarterly cash dividend and dividend equivalents on our outstanding common stock.
Taxes
Cash paid for income taxes was $10.55 billion for the year ended December 31, 2024. As of December 31, 2024, we had taxes payable of $718 million related to a one-time transition tax payable incurred as a result of the Tax Act, which is due within one year.
Our long-term income taxes include $9.99 billion related to the uncertain tax positions as of December 31, 2024. Due to uncertainties in the timing of the completion of tax audits, the timing of the resolution of these positions is uncertain and we are unable to make a reasonably reliable estimate of the timing of payments.
Loss Contingencies
We are involved in legal proceedings, claims, and regulatory, tax or government inquiries and investigations. Significant judgment is required to determine both probability and the estimated amount of loss. Such matters are inherently unpredictable and subject to significant uncertainties, some of which are beyond our control. Should any of these estimates and assumptions change or prove to be incorrect, it could have a material impact on our results of operations, financial position, and cash flows.
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See Note 8 — Leases, Note 10 — Long-term Debt, Note 12 — Commitments and Contingencies, Note 13 — Stockholders' Equity, and Note 15 — Income Taxes in the notes to the consolidated financial statements included in Part II, Item 8, and "Legal Proceedings" contained in Part I, Item 3 of this Annual Report on Form 10-K for additional information regarding leases, debt, contractual commitments and contingencies, capital return program, and taxes, respectively.
Recently Issued Accounting Pronouncements
For information on recently issued accounting pronouncements, see Note 1 — Summary of Significant Accounting Policies in the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
FY 2023 10-K MD&A
SEC filing source: 0001326801-24-000012.
Item 7.Management's Discussion and Analysis of Financial Condition and Results of Operations
You should read the following discussion of our financial condition and results of operations in conjunction with our consolidated financial statements and the related notes included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K. In addition to our historical consolidated financial information, the following discussion contains forward-looking statements that reflect our plans, estimates, and beliefs. Our actual results could differ materially from those discussed in the forward-looking statements. Factors that could cause or contribute to these differences include those discussed below and elsewhere in this Annual Report on Form 10-K, particularly in Part I, Item 1A, "Risk Factors." For a discussion of limitations in the measurement of certain of our community metrics, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
To supplement our consolidated financial statements, which are prepared and presented in accordance with generally accepted accounting principles in the United States (GAAP), we present revenue on a constant currency basis and free cash flow, which are non-GAAP financial measures. Revenue on a constant currency basis is presented in the section entitled "—Revenue—Foreign Exchange Impact on Revenue." To calculate revenue on a constant currency basis, we translated revenue for the full year 2023 using 2022 monthly exchange rates for our settlement or billing currencies other than the U.S. dollar. For a full description of our free cash flow non-GAAP measure, see the section entitled "—Liquidity and Capital Resources—Free Cash Flow."
These non-GAAP financial measures are not intended to be considered in isolation or as a substitute for, or superior to, financial information prepared and presented in accordance with GAAP. These measures may be different from non‑GAAP financial measures used by other companies, limiting their usefulness for comparison purposes. Moreover, presentation of revenue on a constant currency basis is provided for year-over-year comparison purposes, and investors should be cautioned that the effect of changing foreign currency exchange rates has an actual effect on our operating results. We believe these non-GAAP financial measures provide investors with useful supplemental information about the financial performance of our business, enable comparison of financial results between periods where certain items may vary independent of business performance, and allow for greater transparency with respect to key metrics used by management in operating our business.
Executive Overview of Full Year 2023 Results
Our mission is to give people the power to build community and bring the world closer together.
Our financial results and key community metrics for 2023 are set forth below. Our total revenue for 2023 was $134.90 billion, an increase of 16% compared to 2022, due to an increase in advertising revenue. Revenue on a constant currency basis would have increased 15% compared to 2022. Ad impressions delivered across our Family of Apps increased 28% year-over-year in 2023, partially offset by a 9% year-over-year decrease in the average price per ad.
Income from operations for 2023 was $46.75 billion, an increase of $17.81 billion, or 62%, compared to 2022, driven by an increase in advertising revenue.
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Consolidated and Segment Results
We report our financial results for our two reportable segments: Family of Apps (FoA) and Reality Labs (RL). FoA includes Facebook, Instagram, Messenger, WhatsApp, and other services. RL includes our augmented, mixed and virtual reality related consumer hardware, software, and content.
| Family of Apps | Reality Labs | Total | |||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year Ended December 31, | Year Ended December 31, | Year Ended December 31, | |||||||||||||||||||||||||||
| 2023 | 2022 | % change | 2023 | 2022 | % change | 2023 | 2022 | % change | |||||||||||||||||||||
| (in millions, except percentages) | |||||||||||||||||||||||||||||
| Revenue | $ | 133,006 | $ | 114,450 | 16% | $ | 1,896 | $ | 2,159 | (12)% | $ | 134,902 | $ | 116,609 | 16% | ||||||||||||||
| Costs and expenses | $ | 70,135 | $ | 71,789 | (2)% | $ | 18,016 | $ | 15,876 | 13% | $ | 88,151 | $ | 87,665 | 1% | ||||||||||||||
| Income (loss) from operations | $ | 62,871 | $ | 42,661 | 47% | $ | (16,120) | $ | (13,717) | (18)% | $ | 46,751 | $ | 28,944 | 62% | ||||||||||||||
| Operating margin | 47 | % | 37 | % | (850) | % | (635) | % | 35 | % | 25 | % |
•Net income was $39.10 billion, with diluted earnings per share (EPS) of $14.87 for the year ended December 31, 2023.
•Capital expenditures, including principal payments on finance leases, were $28.10 billion for the year ended December 31, 2023.
•Effective tax rate was 17.6% for the year ended December 31, 2023.
•Cash, cash equivalents, and marketable securities were $65.40 billion as of December 31, 2023.
•Long-term debt was $18.39 billion as of December 31, 2023.
•Headcount was 67,317 as of December 31, 2023, a decrease of 22% year-over-year.
Dividend
Prior to 2024, we had never declared or paid any cash dividend on our common stock. On February 1, 2024 we announced the initiation of our first ever cash dividend program. This cash dividend of $0.50 per share of Class A common stock and Class B common stock (together, the “common stock”) is equivalent to $2.00 per share on an annual basis. The first cash dividend will be paid on March 26, 2024 to all holders of record of common stock at the close of business on February 22, 2024.
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Restructuring
Beginning in 2022, we initiated several measures to pursue greater efficiency and to realign our business and strategic priorities. As of December 31, 2023, we have completed the data center initiatives and the employee layoffs, and substantially completed the facilities consolidation initiatives.
A summary of our restructuring charges, including subsequent adjustments, for the year ended December 31, 2023 by major activity type is as follows (in millions):
| Year Ended December 31, 2023 | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Facilities Consolidation | Severance and Other Personnel Costs | Data Center Assets | Total | |||||||||||
| Cost of revenue | $ | 177 | $ | — | $ | (224) | $ | (47) | ||||||
| Research and development | 1,581 | 413 | — | 1,994 | ||||||||||
| Marketing and sales | 396 | 307 | — | 703 | ||||||||||
| General and administrative | 352 | 450 | — | 802 | ||||||||||
| Total | $ | 2,506 | $ | 1,170 | $ | (224) | $ | 3,452 |
During 2023 and 2022, we recognized total pre-tax restructuring charges of $2.84 billion and $4.10 billion under our FoA segment, and $612 million and $515 million under our RL segment, respectively.
See Note 3 — Restructuring in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding restructuring charges.
Family of Apps Metrics
•Family daily active people (DAP) was 3.19 billion on average for December 2023, an increase of 8% year-over-year.
•Family monthly active people (MAP) was 3.98 billion as of December 31, 2023, an increase of 6% year-over-year.
•Facebook daily active users (DAUs) were 2.11 billion on average for December 2023, an increase of 6% year-over-year.
•Facebook monthly active users (MAUs) were 3.07 billion as of December 31, 2023, an increase of 3% year-over-year.
•Ad impressions delivered across our Family of Apps increased by 28% year-over-year in 2023, and the average price per ad decreased by 9% year-over-year in 2023.
Beginning with our Quarterly Report on Form 10-Q to be filed for the first quarter of 2024, we will no longer report DAUs, MAUs, ARPU, and MAP in our periodic reports filed with the Securities and Exchange Commission. We intend to begin reporting year-over-year percentage changes in ad impressions delivered and the average price per ad by geographic region, while continuing to report DAP and ARPP (calculated based on DAP), beginning with our Quarterly Report on Form 10-Q to be filed for the first quarter of 2024. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
Developments in Advertising
Substantially all of our revenue is currently generated from advertising on Facebook and Instagram. We rely on targeting and measurement tools that incorporate data signals from user activity on websites and services that we do not control in order to deliver relevant and effective ads to our users. Our advertising revenue has been, and we expect will continue to be, adversely affected by reduced marketer spending as a result of limitations on our ad targeting and measurement tools arising from changes to the regulatory environment and third-party mobile operating systems and browsers.
In particular, legislative and regulatory developments such as the General Data Protection Regulation, including its evolving interpretation through decisions of the Court of Justice of the European Union, ePrivacy Directive, the European Digital Services Act, and U.S. state privacy laws including the California Consumer Privacy Act, as amended by the California Privacy Rights Act, have impacted our ability to use data signals in our ad products, and we expect these and other
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developments such as the Digital Markets Act will have further impact in the future. As a result, we have implemented, and we will continue to implement, whether voluntarily or otherwise, changes to our products and user data practices, which reduce our ability to effectively target and measure ads. For example, in response to regulatory developments in Europe, we announced our plans to change the legal basis for behavioral advertising on Facebook and Instagram in the EU, European Economic Area, and Switzerland from "legitimate interests" to "consent," and began offering users in the region a "subscription for no ads" alternative. We are continuing to engage with regulators on our new consent model. In addition, mobile operating system and browser providers, such as Apple and Google, have implemented product changes and/or announced future plans to limit the ability of websites and application developers to collect and use these signals to target and measure advertising. For example, in 2021, Apple made certain changes to its products and data use policies in connection with changes to its iOS operating system that reduce our and other iOS developers' ability to target and measure advertising, which has negatively impacted, and we expect will continue to negatively impact, the size of the budgets marketers are willing to commit to us and other advertising platforms.
To mitigate these developments, we are continually working to evolve our advertising systems to improve the performance of our ad products. We are developing privacy enhancing technologies to deliver relevant ads and measurement capabilities while reducing the amount of personal information we process, including by relying more on anonymized or aggregated third-party data. In addition, we are developing tools that enable marketers to share their data into our systems, as well as ad products that generate more valuable signals within our apps. More broadly, we also continue to innovate our advertising tools to help marketers prepare campaigns and connect with consumers, including developing growing formats such as Reels ads and our business messaging ad products. Across all of these efforts, we are making significant investments in artificial intelligence (AI), including generative AI, to improve our delivery, targeting, and measurement capabilities. Further, we are focused on driving onsite conversions in our business messaging ad products by developing new features and scaling existing features.
We are also engaging with others across our industry to explore the possibility of new open standards for the private and secure processing of data for advertising purposes. We believe our ongoing improvements to ad targeting and measurement are continuing to drive improved results for advertisers. However, we expect that some of these efforts will be long-term initiatives, and that the legislative, regulatory and platform developments described above will continue to adversely impact our advertising revenue for the foreseeable future.
Other Business and Macroeconomic Conditions
Other global and regional business, macroeconomic, and geopolitical conditions also have had, and we believe will continue to have, an impact on our user growth and engagement and advertising revenue. In particular, we believe advertising budgets have been pressured from time to time by factors such as inflation, rising interest rates, and related market uncertainty, which has led to reduced marketer spending. While we saw improvement in business and macroeconomic conditions in 2023, continued business, macroeconomic, and geopolitical uncertainty remains, which could impact our financial results in future periods. In addition, competitive products and services have reduced some users' engagement with our products and services. We are investing in Reels and in AI initiatives across our products, including our AI-powered discovery engine to recommend relevant content, which we have already seen results in improved user engagement and monetization of our products. While Reels is growing in usage, it monetizes at a lower rate than our feed and Stories products and we expect it will continue to monetize at a lower rate for the foreseeable future. We also have seen fluctuations and declines in the size of our active user base in one or more regions from time to time. For example, in connection with the war in Ukraine, access to Facebook and Instagram was restricted in Russia and the services were then prohibited by the Russian government, which continued to adversely affect user growth and engagement in 2023. These trends adversely affected advertising revenue in 2023, and we expect will continue to affect our advertising revenue in the foreseeable future.
Although we regularly evaluate a variety of sources to understand trends in our advertising revenue, we do not have perfect visibility into the factors driving advertiser spending decisions and our assessments involve complex judgments about what is driving advertising decisions across a large and diversified advertiser base across the globe. Trends impacting advertising spend are also dynamic and interrelated. As a result, it is difficult to identify with precision which advertiser spending decisions are attributable to which trends, and we are unable to quantify the exact impact that each trend had on our advertising revenue during the periods presented.
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Investment Philosophy
We expect to continue to build on the discipline and habits that we developed in 2022 when we initiated several efforts to increase our operating efficiency, while still remaining focused on investing in significant opportunities. In 2023, 80% of our total costs and expenses were recognized in FoA and 20% were recognized in RL. Our FoA investments include expenses relating to headcount, data centers, and technical infrastructure as part of our efforts to develop our apps and our advertising services. These efforts include significant investments in AI initiatives, including to recommend relevant content across our products, enhance our advertising tools, develop new products, and develop new features for existing products using generative AI.
We are also making significant investments in our metaverse efforts, including developing virtual, augmented, and mixed reality devices, software for social platforms, neural interfaces, and other foundational technologies for the metaverse. Our RL investments include expenses relating to technology development across these efforts. Many of our RL investments are directed toward long-term, cutting-edge research and development for products for the metaverse that may only be fully realized in the next decade. In 2023, our RL segment reduced our overall operating profit by approximately $16.12 billion, and we expect our RL operating losses to increase meaningfully in 2024. We expect this will be a complex, evolving, and long-term initiative, and our ability to support our metaverse efforts is dependent on generating sufficient profits from other areas of our business. We are investing now because we believe this is the next chapter of the internet and will unlock monetization opportunities for businesses, developers, and creators, including around advertising, hardware, and digital goods.
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Trends in Our Family Metrics
The numbers for our key Family metrics, our DAP, MAP, and average revenue per person (ARPP), do not include users on our other products unless they would otherwise qualify as DAP or MAP, respectively, based on their other activities on our Family products.
Trends in the number of people in our community affect our revenue and financial results by influencing the number of ads we are able to show, the value of our ads to marketers, as well as our expenses and capital expenditures. Substantially all of our daily and monthly active people (as defined below) access our Family products on mobile devices.
•Daily Active People (DAP). We define a daily active person as a registered and logged-in user of Facebook, Instagram, Messenger, and/or WhatsApp (collectively, our "Family" of products) who visited at least one of these Family products through a mobile device application or using a web or mobile browser on a given day. We do not require people to use a common identifier or link their accounts to use multiple products in our Family, and therefore must seek to attribute multiple user accounts within and across products to individual people. Our calculations of DAP rely upon complex techniques, algorithms, and machine learning models that seek to estimate the underlying number of unique people using one or more of these products, including by matching user accounts within an individual product and across multiple products when we believe they are attributable to a single person, and counting such group of accounts as one person. As these techniques and models require significant judgment, are developed based on internal reviews of limited samples of user accounts, and are calibrated against user survey data, there is necessarily some margin of error in our estimates. We view DAP, and DAP as a percentage of MAP, as measures of engagement across our products. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
------DAP/MAP:------79%-------79%--------79%--------79%---------79%--------79%--------79%--------79%--------80%
Note: We report the numbers of DAP and MAP as specific amounts, but these numbers are estimates of the numbers of unique people using our products and are subject to statistical variances and errors. While we expect the error margin for these estimates to vary from period to period, we estimate that such margin generally will be approximately 3% of our worldwide MAP. At our scale, it is very difficult to attribute multiple user accounts within and across products to individual people, and it is possible that the actual numbers of unique people using our products may vary significantly from our estimates, potentially beyond our estimated error margins. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K. In the third quarter of 2022, we updated our Family metrics calculations to maintain calibration of our models against recent user survey data, and we estimate such update contributed an aggregate of approximately 30 million DAP to our reported worldwide DAP in September 2022. Beginning in the fourth quarter of 2023, our Family metrics no longer include Messenger Kids users.
Worldwide DAP increased 8% to 3.19 billion on average during December 2023 from 2.96 billion during December 2022.
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•Monthly Active People (MAP). We define a monthly active person as a registered and logged-in user of one or more Family products who visited at least one of these Family products through a mobile device application or using a web or mobile browser in the last 30 days as of the date of measurement. We do not require people to use a common identifier or link their accounts to use multiple products in our Family, and therefore must seek to attribute multiple user accounts within and across products to individual people. Our calculations of MAP rely upon complex techniques, algorithms, and machine learning models that seek to estimate the underlying number of unique people using one or more of these products, including by matching user accounts within an individual product and across multiple products when we believe they are attributable to a single person, and counting such group of accounts as one person. As these techniques and models require significant judgment, are developed based on internal reviews of limited samples of user accounts, and are calibrated against user survey data, there is necessarily some margin of error in our estimates. We view MAP as a measure of the size of our global active community of people using our products. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
Note: We report the numbers of DAP and MAP as specific amounts, but these numbers are estimates of the numbers of unique people using our products and are subject to statistical variances and errors. While we expect the error margin for these estimates to vary from period to period, we estimate that such margin generally will be approximately 3% of our worldwide MAP. At our scale, it is very difficult to attribute multiple user accounts within and across products to individual people, and it is possible that the actual numbers of unique people using our products may vary significantly from our estimates, potentially beyond our estimated error margins. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K. In the third quarter of 2022, we updated our Family metrics calculations to maintain calibration of our models against recent user survey data, and we estimate such update contributed an aggregate of approximately 40 million MAP to our reported worldwide MAP in September 2022. Beginning in the fourth quarter of 2023, our Family metrics no longer include Messenger Kids users.
As of December 31, 2023, we had 3.98 billion MAP, an increase of 6% from 3.74 billion as of December 31, 2022.
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•Average Revenue Per Person (ARPP). We define ARPP as our total revenue during a given quarter, divided by the average of the number of MAP at the beginning and end of the quarter. While ARPP includes all sources of revenue, the number of MAP used in this calculation only includes users of our Family products as described in the definition of MAP above. We estimate that the share of revenue from users who are not also MAP was not material.
| ARPP: | $9.39 | $7.72 | $7.91 | $7.53 | $8.63 | $7.59 | $8.32 | $8.71 | $10.10 |
|---|---|---|---|---|---|---|---|---|---|
| Ad Revenue | Non-Ad Revenue |
Note: Non-advertising revenue includes RL revenue generated from the delivery of consumer hardware products and FoA Other revenue, which consists of revenue from WhatsApp Business Platform, net fees we receive from developers using our Payments infrastructure, and revenue from various other sources. Beginning with our Quarterly Report on Form 10-Q to be filed for the first quarter of 2024, we intend to report ARPP based on DAP instead of MAP.
Our annual worldwide ARPP in 2023, which represents the sum of quarterly ARPP during such period, was $34.72, an increase of 9% from 2022.
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Trends in Our Facebook User Metrics
The numbers for our key Facebook metrics, our DAUs, MAUs, and average revenue per user (ARPU), do not include users on Instagram, WhatsApp, or our other products, unless they would otherwise qualify as DAUs or MAUs, respectively, based on their other activities on Facebook.
Trends in the number of users affect our revenue and financial results by influencing the number of ads we are able to show, the value of our ads to marketers, as well as our expenses and capital expenditures. Substantially all of our daily and monthly active users (as defined below) access Facebook on mobile devices.
•Daily Active Users (DAUs). We define a daily active user as a registered and logged-in Facebook user who visited Facebook through our website or a mobile device, or used our Messenger application (and is also a registered Facebook user), on a given day. We view DAUs, and DAUs as a percentage of MAUs, as measures of user engagement on Facebook.
----
DAU/MAU:--66%------67%------67%------67%------67%------68%------68%-----68%------69%-
--
DAU/MAU:--74%-----75%------75%------74%------75%-----74%------75%------75%------75%----DAU/MAU:-72%------73%------74%-----74%------75%------75%------75%------75%------75%---
--
DAU/MAU:--63%-----64%------64%------64%------65%-----66%------66%------66%------67%----DAU/MAU:-65%------66%------66%-----66%------66%------67%------66%------67%------67%---
Note: For purposes of reporting DAUs, MAUs, and ARPU by geographic region, Europe includes all users in Russia and Turkey and Rest of World includes all users in Africa, Latin America, and the Middle East.
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Worldwide DAUs increased 6% to 2.11 billion on average during December 2023 from 2.00 billion during December 2022. Users in India, Bangladesh, and Nigeria represented the top three sources of growth in DAUs during December 2023, relative to the same period in 2022.
•Monthly Active Users (MAUs). We define a monthly active user as a registered and logged-in Facebook user who visited Facebook through our website or a mobile device, or used our Messenger application (and is also a registered Facebook user), in the last 30 days as of the date of measurement. MAUs are a measure of the size of our global active user community on Facebook.
As of December 31, 2023, we had 3.07 billion MAUs, an increase of 3% from December 31, 2022. Users in India, Bangladesh, and Nigeria represented the top three sources of growth in 2023, relative to the same period in 2022.
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Trends in Our Monetization by Facebook User Geography
We calculate our revenue by user geography based on our estimate of the geography in which ad impressions are delivered, virtual and digital goods are purchased, or consumer hardware products are shipped. We define ARPU as our total revenue in a given geography during a given quarter, divided by the average of the number of MAUs in the geography at the beginning and end of the quarter. While ARPU includes all sources of revenue, the number of MAUs used in this calculation only includes users of Facebook and Messenger as described in the definition of MAU above. While the share of revenue from users who are not also Facebook or Messenger MAUs has grown over time, we estimate that revenue from users who are Facebook or Messenger MAUs represents the substantial majority of our total revenue. See "Average Revenue Per Person (ARPP)" above for our estimates of trends in our monetization of our Family products. The geography of our users affects our revenue and financial results because we currently monetize users in different geographies at different average rates. Our revenue and ARPU in regions such as United States & Canada and Europe are relatively higher primarily due to the size and maturity of those online and mobile advertising markets. For example, ARPU in 2023 in the United States & Canada region was more than 11 times higher than in the Asia-Pacific region.
---ARPU:--$11.57---$9.54---$9.82---$9.41---$10.86----$9.62----$10.63----$11.23---$13.12-
-
--ARPU:--$60.57--$48.29--$50.25--$49.13---$58.77--$48.85---$53.53---$56.11---$68.44--------ARPU:--$19.68--$15.35--$15.64--$14.23--$17.29---$15.51--$17.88---$19.04---$23.14
-ARPU:--$4.89----$4.47----$4.54----$4.42----$4.61----$4.52----$4.88-----$5.12----$5.52-------ARPU:--$3.43-----$3.14----$3.35----$3.21----$3.52----$3.35----$3.76-----$4.22----$4.50
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 |
|---|---|---|---|---|---|---|---|---|---|---|
| Ad Revenue | Non-Ad Revenue |
Note: Non-advertising revenue includes RL revenue generated from the delivery of consumer hardware products and FoA Other revenue, which consists of revenue from WhatsApp Business Platform, net fees we receive from developers using our Payments infrastructure, and revenue from various other sources.
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Our revenue by user geography in the charts above is geographically apportioned based on our estimation of the geographic location of our users when they perform a revenue-generating activity. This allocation differs from our revenue disaggregated by geography disclosure in Note 2 — Revenue in our consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplemental Data" where revenue is geographically apportioned based on the addresses of our customers.
Our annual worldwide ARPU in 2023, which represents the sum of quarterly ARPU during such period, was $44.60, an increase of 13% from 2022. For 2023, ARPU increased by 21% in Europe, 20% in Rest of World, 11% in Asia-Pacific, and 10% in United States & Canada. User growth was mostly in geographies with relatively lower ARPU, such as Asia‑Pacific and Rest of World. We expect that user growth in the future will be primarily concentrated in those regions where ARPU is relatively lower, such that worldwide ARPU may continue to increase at a slower rate relative to ARPU in any geographic region in a particular period, or potentially decrease even if ARPU increases in each geographic region.
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Critical Accounting Estimates
Our consolidated financial statements are prepared in accordance with GAAP. The preparation of these consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, costs and expenses, and related disclosures. On an ongoing basis, we evaluate our accounting estimates based on historical experience and on various other assumptions that we believe are reasonable under the circumstances. The actual impact on our financial performance could differ from these estimates under different assumptions or conditions.
An accounting estimate is considered critical if both (i) the nature of the estimates or assumptions is material due to the levels of subjectivity and judgment involved, and (ii) the impact within a reasonable range of outcomes of the estimates and assumptions is material to our consolidated financial statements. We believe that the estimates and assumptions associated with loss contingencies, income taxes, and valuation of assets, when applicable, have the greatest potential impact on our consolidated financial statements. Therefore, we consider these to be our critical accounting estimates. For further information on all of our significant accounting policies, see Note 1 — Summary of Significant Accounting Policies in the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
Loss Contingencies
We are involved in legal proceedings, claims, and regulatory, tax or government inquiries and investigations that arise in the ordinary course of business. Certain of these matters include speculative claims for substantial or indeterminate amounts of damages. Additionally, we are required to comply with various legal and regulatory obligations around the world, and we regularly become subject to new laws and regulations in the jurisdictions in which we operate. The requirements for complying with these obligations may be uncertain and subject to interpretation and enforcement by regulatory and other authorities, and any failure to comply with such obligations could eventually lead to asserted legal or regulatory action. With respect to these matters, asserted and unasserted, we evaluate the associated developments on a regular basis and accrue a liability when we believe that it is both probable that a loss has been incurred and the amount can be reasonably estimated.
We review the developments in our contingencies that could affect the amount of the provisions that have been previously recorded, and the matters and related reasonably possible losses disclosed. We make adjustments to our provisions and changes to our disclosures accordingly to reflect the merits of our defenses and the impact of negotiations, settlements, regulatory proceedings, rulings, advice of legal counsel, and updated information. Significant judgment is required to determine the probability of loss and the estimated amount of loss, including when and if the probability and estimate has changed for asserted and unasserted matters. Certain factors, in particular, have resulted in significant changes to these estimates and judgments in prior quarters based on updated information available. For example, in certain jurisdictions where we operate, fines and penalties may be the result of new laws and preliminary interpretations regarding the basis of assessing damages, which may make it difficult to estimate what such fines and penalties would amount to if successfully asserted against us. In addition, certain government inquiries and investigations, such as matters before our lead European Union privacy regulator, the Irish Data Protection Commission, are subject to review by other regulatory bodies before decisions are finalized, which can lead to significant changes in the outcome of an inquiry. As a result of these and other factors, we reasonably expect that our estimates and judgments with respect to our contingencies may continue to be revised in future quarters.
The ultimate outcome of these matters, such as whether the likelihood of loss is remote, reasonably possible, or probable or if and when the reasonably possible range of loss is estimable, is inherently uncertain. Therefore, if one or more of these matters were resolved against us for amounts in excess of management's estimates of losses, our results of operations and financial condition, including in a particular reporting period in which any such outcome becomes probable and estimable, could be materially adversely affected. See Note 12 — Commitments and Contingencies and Note 15 — Income Taxes of the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" and Part I, Item 3, "Legal Proceedings" of this Annual Report on Form 10-K for additional information regarding these contingencies.
Income Taxes
We are subject to income taxes in the United States and numerous foreign jurisdictions. Significant judgment is required in determining our provision for income taxes and income tax assets and liabilities, including evaluating uncertainties in the application of accounting principles and complex tax laws. Our actual and forecasted income (loss) before
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provision is subject to change due to economic, political and other conditions and significant judgment is required in determining our ability to recognize our net deferred tax assets.
We recognize tax benefits from uncertain tax positions only if we believe that it is more likely than not that the tax position will be sustained on examination by the taxing authorities based on the technical merits of the position. These uncertain tax positions include our estimates for transfer pricing that have been developed based upon analyses of appropriate arms-length prices. Similarly, our estimates related to uncertain tax positions concerning research and development tax credits are based on an assessment of whether our available documentation corroborating the nature of our activities supporting the tax credits will be sufficient. Although we believe that we have adequately reserved for our uncertain tax positions (including net interest and penalties), we can provide no assurance that the final tax outcome of these matters will not be materially different, as significant judgment is required in evaluating and estimating our provision for income taxes. We make adjustments to these reserves in accordance with the income tax accounting guidance when facts and circumstances change, such as the closing of a tax audit or the refinement of an estimate. To the extent that the final tax outcome of these matters is different from the amounts recorded, such differences will affect the provision for income taxes in the period in which such determination is made, and could have a material impact on our financial condition and operating results.
Valuation of Assets
The valuation and impairment assessment of certain assets, including recoverability, requires significant judgment and assumptions such as estimation of future cash flows, discount rates, market data of comparable assets and companies, holding period and residual value of asset groups, among others.
Impairment testing for long-lived-assets, including property and equipment and operating lease right-of-use assets, occurs whenever events or circumstances indicate that the carrying amount of such assets may not be recoverable compared to the future undiscounted cash flows the assets are expected to generate from the use and eventual disposition. The impairment test is performed at the asset group level for which identifiable cash flows are largely independent of the cash flows of other assets and liabilities. When the test results indicate that the carrying amount of long-lived assets is not recoverable, the carrying amount of such assets is reduced to fair value.
Impairment testing for non-marketable equity securities without readily determinable fair values accounted for using the measurement alternative, is performed at each reporting date to determine whether there are triggering events for impairment. Such qualitative assessment considers factors such as, but not limited to, the investee's financial condition and business outlook; industry and sector performance; regulatory, economic or technological environment; operational and financing cash flows; and other relevant events and factors affecting the investee. When indicators of impairment exist, we estimate the fair value of our non-marketable equity securities using the market approach and/or the income approach and recognize impairment loss in our consolidated statements of income if the estimated fair value is less than the carrying value. In addition, for these non-marketable equity securities, determining whether a non-marketable equity security issued by the same issuer is similar to the non-marketable equity security we hold may require judgment in (a) assessment of differences in rights and obligations associated with the instruments such as voting rights, distribution rights and preferences, and conversion features, and (b) adjustments to the observable price for differences such as, but not limited to, rights and obligations, control premium, liquidity, or principal or most advantageous markets. The identification of observable transactions will depend on the timely reporting of these transactions from our investee companies, which may occur in a period subsequent to when the transactions take place. Therefore, our fair value adjustment for these observable transactions may occur in a period subsequent to when the transaction actually occurred.
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Components of Results of Operations
Revenue
Family of Apps (FoA)
Advertising. We generate substantially all of our revenue from advertising. Our advertising revenue is generated by displaying ad products on Facebook, Instagram, Messenger, and third-party mobile applications. Marketers pay for ad products either directly or through their relationships with advertising agencies or resellers, based on the number of impressions delivered or the number of actions, such as clicks, taken by users.
We recognize revenue from the display of impression-based ads in the contracted period in which the impressions are delivered. Impressions are considered delivered when an ad is displayed to a user. We recognize revenue from the delivery of action-based ads in the period in which a user takes the action the marketer contracted for. The number of ads we show is subject to methodological changes as we continue to evolve our ads business and the structure of our ads products. In particular, the ads we show may vary by product (for example, our video and Reels products are not currently monetized at the same rate as our feed or Stories products), and from time to time we increase or decrease the number or frequency of ads we show as part of our product and monetization strategies. We calculate average price per ad as total advertising revenue divided by the number of ads delivered, representing the average price paid per ad by a marketer regardless of their desired objective such as impression or action. For advertising revenue arrangements where we are not the principal, we recognize revenue on a net basis.
Other revenue. Other revenue consists of revenue from WhatsApp Business Platform, net fees we receive from developers using our Payments infrastructure and revenue from various other sources.
Reality Labs (RL)
RL revenue is generated from the delivery of consumer hardware products, such as Meta Quest, wearables, and related software and content.
Cost of Revenue and Operating Expenses
Cost of revenue. Our cost of revenue consists of expenses associated with the delivery and distribution of our products. These mainly include expenses related to the operation of our data centers and technical infrastructure, such as depreciation expense from servers, network infrastructure and buildings, as well as payroll and related expenses which include share-based compensation for employees on our operations teams, and energy and bandwidth costs. Cost of revenue also includes costs associated with partner arrangements, including traffic acquisition costs and credit card and other fees related to processing customer transactions; RL inventory costs, which consist of cost of products sold and estimated losses on non-cancelable contractual commitments; and content costs.
Research and development. Research and development expenses consist mostly of payroll and related expenses which include share-based compensation, RL technology development costs, facilities-related costs for employees on our engineering and technical teams who are responsible for developing new products as well as improving existing products, and restructuring charges.
Marketing and sales. Marketing and sales expenses consist mainly of marketing and promotional expenses as well as payroll and related expenses which include share-based compensation for our employees engaged in sales, sales support, marketing, business development, and customer service functions. Our marketing and sales expenses also include professional services such as content reviewers to support our community and product operations and restructuring charges.
General and administrative. General and administrative expenses consist primarily of legal-related costs, which include estimated fines, settlements, or other losses in connection with legal and related matters, as well as other legal fees; payroll and related expenses which include share-based compensation for certain of our executives as well as our legal, finance, human resources, corporate communications and policy, and other administrative employees; other taxes, such as digital services taxes and other non-income-based tax levies; professional services and restructuring charges.
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Results of Operations
In this section, we discuss the results of our operations for the year ended December 31, 2023 compared to the year ended December 31, 2022. For a discussion of the year ended December 31, 2022 compared to the year ended December 31, 2021, please refer to Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Annual Report on Form 10-K for the year ended December 31, 2022.
The following table sets forth our consolidated statements of income data (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | ||||||||
| Revenue | $ | 134,902 | $ | 116,609 | $ | 117,929 | ||||
| Costs and expenses: | ||||||||||
| Cost of revenue | 25,959 | 25,249 | 22,649 | |||||||
| Research and development | 38,483 | 35,338 | 24,655 | |||||||
| Marketing and sales | 12,301 | 15,262 | 14,043 | |||||||
| General and administrative | 11,408 | 11,816 | 9,829 | |||||||
| Total costs and expenses | 88,151 | 87,665 | 71,176 | |||||||
| Income from operations | 46,751 | 28,944 | 46,753 | |||||||
| Interest and other income (expense), net | 677 | (125) | 531 | |||||||
| Income before provision for income taxes | 47,428 | 28,819 | 47,284 | |||||||
| Provision for income taxes | 8,330 | 5,619 | 7,914 | |||||||
| Net income | $ | 39,098 | $ | 23,200 | $ | 39,370 |
The following table sets forth our consolidated statements of income data (as a percentage of revenue)(1):
| Year Ended December 31, | ||||||||
|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | ||||||
| Revenue | 100 | % | 100 | % | 100 | % | ||
| Costs and expenses: | ||||||||
| Cost of revenue | 19 | 22 | 19 | |||||
| Research and development | 29 | 30 | 21 | |||||
| Marketing and sales | 9 | 13 | 12 | |||||
| General and administrative | 8 | 10 | 8 | |||||
| Total costs and expenses | 65 | 75 | 60 | |||||
| Income from operations | 35 | 25 | 40 | |||||
| Interest and other income (expense), net | 1 | — | — | |||||
| Income before provision for income taxes | 35 | 25 | 40 | |||||
| Provision for income taxes | 6 | 5 | 7 | |||||
| Net income | 29 | % | 20 | % | 33 | % |
_________________________
(1)Percentages have been rounded for presentation purposes and may differ from unrounded results.
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Revenue
The following table sets forth our revenue by source and by segment:
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | 2023 vs 2022 % change | 2022 vs 2021 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Advertising | $ | 131,948 | $ | 113,642 | $ | 114,934 | 16 | % | (1) | % | |||||||
| Other revenue | 1,058 | 808 | 721 | 31 | % | 12 | % | ||||||||||
| Family of Apps | 133,006 | 114,450 | 115,655 | 16 | % | (1) | % | ||||||||||
| Reality Labs | 1,896 | 2,159 | 2,274 | (12) | % | (5) | % | ||||||||||
| Total revenue | $ | 134,902 | $ | 116,609 | $ | 117,929 | 16 | % | (1) | % |
Family of Apps
FoA revenue in 2023 increased $18.56 billion, or 16%, compared to 2022. The increase was almost entirely driven by advertising revenue.
Advertising
Advertising revenue in 2023 increased $18.31 billion, or 16%, compared to 2022 due to an increase in the number of ads delivered, partially offset by a decrease in the average price per ad. In 2023, the number of ads delivered increased by 28%, as compared with an 18% increase in 2022 as ads impressions grew in all regions during 2023, especially in Asia-Pacific and Rest of World. The increase in the ads delivered during 2023 was driven by increases in the number and frequency of ads displayed across our products and an increase in users. In 2023, the average price per ad decreased by 9%, as compared with a decrease of 16% in 2022. The decrease in average price per ad was driven by an increase in the number of ads delivered, especially in geographies and in products, such as Reels, that monetize at lower rates. While the average price per ad declined year-over-year, we believe the improvements to our ad targeting and measurement tools have had a favorable impact on our ad performance and advertising demand. Other factors are also discussed in the section entitled "—Executive Overview of Full Year 2023 Results." In addition, year-over-year advertising revenue growth for the full year 2023 was driven mainly by marketer spending in online commerce, which benefited from marketers based in China, consumer packaged goods, and entertainment and media. We anticipate that future advertising revenue will be driven by a combination of price and the number of ads delivered.
Other revenue
FoA other revenue in 2023 increased $250 million, or 31%, compared to 2022. The increase was mainly driven by WhatsApp Business Platform revenue.
Reality Labs
RL revenue in 2023 decreased $263 million, or 12%, compared to 2022. The decrease in RL revenue was mostly driven by a net decrease in the volume of Meta Quest sales.
Revenue Seasonality
Revenue is traditionally seasonally strong in the fourth quarter of each year due in part to seasonal holiday demand. We believe that this seasonality in both advertising revenue and RL consumer hardware sales affects our quarterly results, which generally reflect significant growth in revenue between the third and fourth quarters and a decline between the fourth and subsequent first quarters. For instance, our total revenue increased 17%, 16%, and 16% between the third and fourth quarters of 2023, 2022, and 2021, respectively, while total revenue for the first quarters of 2023, 2022, and 2021 declined 11%, 17%, and 7% compared to the fourth quarters of 2022, 2021, and 2020 respectively.
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Foreign Exchange Impact on Revenue
Changes in foreign exchange rates had a favorable impact on our total revenue in the full year 2023 compared to the same period in 2022. If we had translated revenue for the full year 2023 using the prior year's monthly exchange rates for our settlement or billing currencies other than the U.S. dollar, our total revenue and advertising revenue would have been $134.53 billion and $131.57 billion, respectively. Using these constant rates, total revenue and advertising revenue would have been $374 million and $379 million lower than actual total revenue and advertising revenue, respectively, for the full year 2023. Using the same constant rates, full year 2023 total revenue and advertising revenue would have been $17.92 billion and $17.93 billion higher than actual total revenue and advertising revenue, respectively, for the full year 2022.
Cost of revenue
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | 2023 vs 2022 % change | 2022 vs 2021 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Cost of revenue | $ | 25,959 | $ | 25,249 | $ | 22,649 | 3 | % | 11 | % | |||||||
| Percentage of revenue | 19 | % | 22 | % | 19 | % |
Cost of revenue in 2023 increased $710 million, or 3%, compared to 2022. The increase was primarily driven by higher operational expenses related to our data centers and technical infrastructure, partially offset by a decrease in data center abandonment charges related to restructuring and lower content costs.
See Note 3 — Restructuring in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding restructuring charges.
Research and development
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | 2023 vs 2022 % change | 2022 vs 2021 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Research and development | $ | 38,483 | $ | 35,338 | $ | 24,655 | 9 | % | 43 | % | |||||||
| Percentage of revenue | 29 | % | 30 | % | 21 | % |
Research and development expenses in 2023 increased $3.15 billion, or 9%, compared to 2022. The increase was primarily from higher payroll and related expenses driven by an increase in share-based compensation expenses.
Marketing and sales
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | 2023 vs 2022 % change | 2022 vs 2021 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Marketing and sales | $ | 12,301 | $ | 15,262 | $ | 14,043 | (19) | % | 9 | % | |||||||
| Percentage of revenue | 9 | % | 13 | % | 12 | % |
Marketing and sales expenses in 2023 decreased $2.96 billion, or 19%, compared to 2022. The decrease was mainly due to decreases in marketing and promotional expenses as well as payroll and related expenses. The payroll and related expenses decreased as a result of a decrease in employee headcount from December 31, 2022 to December 31, 2023 in our marketing and sales functions.
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General and administrative
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | 2023 vs 2022 % change | 2022 vs 2021 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| General and administrative | $ | 11,408 | $ | 11,816 | $ | 9,829 | (3) | % | 20 | % | |||||||
| Percentage of revenue | 8 | % | 10 | % | 8 | % |
General and administrative expenses in 2023 decreased $408 million, or 3%, compared to 2022. The decrease was mainly due to lower payroll and related expenses, as a result of a decrease in employee headcount from December 31, 2022 to December 31, 2023 in our general and administrative functions.
Segment profitability
The following table sets forth income (loss) from operations by segment:
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | 2023 vs 2022 % change | 2022 vs 2021 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Family of Apps | $ | 62,871 | $ | 42,661 | $ | 56,946 | 47 | % | (25) | % | |||||||
| Reality Labs | (16,120) | (13,717) | (10,193) | (18) | % | (35) | % | ||||||||||
| Total income from operations | $ | 46,751 | $ | 28,944 | $ | 46,753 | 62 | % | (38) | % |
Family of Apps
FoA income from operations in 2023 increased $20.21 billion, or 47%, compared to 2022. The increase was mostly driven by higher advertising revenue and a decrease in marketing and sales expenses.
Reality Labs
RL loss from operations in 2023 increased $2.40 billion, or 18%, compared to 2022. The increase in loss was mainly due to an increase in payroll and related expenses and a decrease in RL revenue.
Interest and other income (expense), net
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | 2023 vs 2022 % change | 2022 vs 2021 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Interest income | $ | 1,639 | $ | 461 | $ | 484 | 256 | % | (5) | % | |||||||
| Interest expense | (446) | (185) | (23) | (141) | % | NM | |||||||||||
| Foreign currency exchange losses, net | (366) | (81) | (140) | (352) | % | 42 | % | ||||||||||
| Other income (expense), net | (150) | (320) | 210 | 53 | % | (252) | % | ||||||||||
| Interest and other income (expense), net | $ | 677 | $ | (125) | $ | 531 | NM | (124) | % |
Interest and other income (expense), net in 2023 increased $802 million compared to 2022. The increase in interest income was due to a combination of higher interest rates and higher balances, compared to the same period in 2022. Changes in other income (expense), net were mostly related to gains (losses) recognized for our equity investments.
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Provision for income taxes
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | 2023 vs 2022 % change | 2022 vs 2021 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Provision for income taxes | $ | 8,330 | $ | 5,619 | $ | 7,914 | 48 | % | (29) | % | |||||||
| Effective tax rate | 18 | % | 19 | % | 17 | % |
Our provision for income taxes in 2023 increased $2.71 billion, or 48%, compared to 2022, due to an increase in income before provision for income taxes.
Our effective tax rate in 2023 decreased compared to 2022, primarily due to excess tax benefits recognized from share-based compensation in 2023 and the effect of additional guidance issued by the Internal Revenue Service (IRS) providing temporary relief on foreign tax credits. This was partially offset by a decrease in the proportion of U.S. tax benefits from foreign-derived intangible income relative to income before provision for income taxes and additional clarification issued by the IRS in September 2023 regarding research and development expenses subject to mandatory capitalization and amortization.
Effective Tax Rate Items. Our effective tax rate in the future will depend upon the proportion between the following items and income before provision for income taxes: U.S. tax benefits from foreign-derived intangible income, tax effects from share-based compensation, research tax credit, tax effects from capital losses not expected to be utilized, restructurings, settlement of tax contingency items, tax effects of changes in our business, and the effects of changes in tax law.
The accounting for share-based compensation may increase or decrease our effective tax rate based upon the difference between our share-based compensation expense and the deductions taken on our tax return, which depend upon the stock price at the time of employee award vesting. If our stock price remains constant to the January 26, 2024 price, and absent any changes to U.S. tax law, we expect our effective tax rate for the full year 2024 to be in the mid-teens. This includes the effects of the mandatory capitalization and amortization of research and development expenses incurred in 2023, as required by the 2017 Tax Cuts and Jobs Act (Tax Act). The mandatory capitalization requirement increased our 2023 cash tax liabilities materially but also decreased our effective tax rate due to increasing the foreign-derived intangible income deduction. If the mandatory capitalization is deferred, our effective tax rate in 2024 could be higher when compared to current law and our cash tax liabilities could be lower.
Unrecognized Tax Benefits. As of December 31, 2023, we had net uncertain tax positions of $6.95 billion which were accrued as other liabilities. These unrecognized tax benefits were predominantly accrued for uncertainties related to transfer pricing with our foreign subsidiaries, which includes licensing of intellectual property, providing services and other transactions, as well as for uncertainties regarding the utilization of our research tax credits. The ultimate settlement of the liabilities will depend upon resolution of tax audits, litigation, or events that would otherwise change the assessment of such items. Based upon the status of litigation described below and the current status of tax audits in various jurisdictions, we do not anticipate a material change to such amounts within the next 12 months.
See Note 15 — Income Taxes in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding income tax contingencies.
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Liquidity and Capital Resources
Our principal sources of liquidity are our cash, cash equivalents, marketable securities, and cash generated from operations. Cash, cash equivalents, and marketable securities are comprised of cash on deposit with banks, time deposits, money market funds, U.S. government and agency securities, and investment grade corporate debt securities. As part of our cash management strategy, we concentrate cash deposits with large financial institutions and our investment holdings are in diversified highly rated securities. Cash, cash equivalents, and marketable securities were $65.40 billion as of December 31, 2023, an increase of $24.67 billion from December 31, 2022. The increase was mostly due to $71.11 billion of cash generated from operations, and $8.46 billion of net proceeds from the issuance of fixed-rate senior unsecured notes (the Notes) in May 2023. These increases were partially offset by $28.10 billion for capital expenditures, including principal payments on finance leases, $19.77 billion for repurchases of our Class A common stock, and $7.01 billion of taxes paid related to net share settlement of employee restricted stock unit (RSU) awards.
The following table presents our cash flows (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | ||||||||
| Net cash provided by operating activities | $ | 71,113 | $ | 50,475 | $ | 57,683 | ||||
| Net cash used in investing activities | $ | (24,495) | $ | (28,970) | $ | (7,570) | ||||
| Net cash used in financing activities | $ | (19,500) | $ | (22,136) | $ | (50,728) |
Cash Provided by Operating Activities
Cash provided by operating activities during 2023 mostly consisted of $39.10 billion net income adjusted for certain non-cash items, such as $14.03 billion of share-based compensation expense and $11.18 billion of depreciation and amortization expense, as well as $3.29 billion of favorable changes in working capital. The increase in cash flows from operating activities during 2023 compared to 2022 was mostly due to an increase in cash collection from our customers driven by the increase in revenue, and a decrease in payments to our vendors.
Cash Used in Investing Activities
Cash used in investing activities during 2023 mostly consisted of $27.05 billion of net purchases of property and equipment as we continued to invest in data centers, servers, and network infrastructure, partially offset by $3.20 billion net proceeds from maturities and sales of marketable debt securities. The decrease in cash used in investing activities during 2023 compared to 2022 was mostly due to a decrease in purchases of property and equipment.
We anticipate making capital expenditures of approximately $30 billion to $37 billion in 2024.
Cash Used in Financing Activities
Cash used in financing activities during 2023 mostly consisted of $19.77 billion for repurchases of our Class A common stock and $7.01 billion of taxes paid related to net share settlement of RSUs, partially offset by $8.46 billion proceeds from the issuance of the Notes in May 2023. The decrease in cash used in financing activities during 2023 compared to 2022 was mainly due to a decrease in cash paid for repurchases of our Class A common stock, partially offset by an increase in taxes paid related to net share settlement of employee RSU awards and a decrease in net proceeds from our debt offerings.
Free Cash Flow
In addition to other financial measures presented in accordance with U.S. GAAP, we monitor free cash flow (FCF) as a non-GAAP measure to manage our business, make planning decisions, evaluate our performance, and allocate resources. We define FCF as net cash provided by operating activities reduced by net purchases of property and equipment and principal payments on finance leases.
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We believe that FCF is one of the key financial indicators of our business performance over the long term and provides useful information regarding how cash provided by operating activities compares to the property and equipment investments required to maintain and grow our business.
We have chosen our definition for FCF because we believe that this methodology can provide useful supplemental information to help investors better understand underlying trends in our business. We use FCF in discussions with our senior management and board of directors.
FCF has limitations as an analytical tool, and you should not consider it in isolation or as a substitute for analysis of other GAAP financial measures, such as net cash provided by operating activities. FCF is not intended to represent our residual cash flow available for discretionary expenses. Some of the limitations of FCF are:
•FCF does not reflect our future contractual commitments; and
•other companies in our industry present similarly titled measures differently than we do, limiting their usefulness as comparative measures.
Management compensates for the inherent limitations associated with using the FCF measure through disclosure of such limitations, presentation of our financial statements in accordance with GAAP, and reconciliation of FCF to the most directly comparable GAAP measure, net cash provided by operating activities, as presented below.
The following is a reconciliation of FCF to the most comparable GAAP measure, net cash provided by operating activities (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2023 | 2022 | 2021 | ||||||||
| Net cash provided by operating activities | $ | 71,113 | $ | 50,475 | $ | 57,683 | ||||
| Purchases of property and equipment, net | (27,045) | (31,186) | (18,567) | |||||||
| Principal payments on finance leases | (1,058) | (850) | (677) | |||||||
| Free cash flow | $ | 43,010 | $ | 18,439 | $ | 38,439 |
Material Cash Requirements
We currently anticipate that our available funds and cash flow from operations and financing activities will be sufficient to meet our operational cash needs and fund our share repurchases and dividend payments for at least the next 12 months and thereafter for the foreseeable future. We continuously evaluate our liquidity and capital resources, including our access to external capital, to ensure we can finance our future capital requirements.
Leases and Contractual Commitments
Our operating lease obligations mostly include offices, data centers, and colocations. Our finance lease obligations include certain network infrastructure. Our facilities consolidation restructuring efforts did not materially change our operating lease obligations.
Our contractual commitments are primarily related to our investments in servers, network infrastructure, and consumer hardware products in Reality Labs.
Long-term Debt
As of December 31, 2023, we had outstanding long-term debt in the form of senior unsecured notes for an aggregate principal amount of $18.50 billion. These notes were issued in multiple series, which mature from 2027 through 2063. Short-term and long-term future interest payments obligations as of December 31, 2023 are $848 million and $16.40 billion, respectively. Net proceeds from the offerings are used for general corporate purposes, which may include, but are not limited to, capital expenditures, share repurchases, dividend payments, acquisitions or investments.
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Share Repurchase
Our board of directors has authorized a share repurchase program of our Class A common stock, which commenced in January 2017 and does not have an expiration date. In 2023, we repurchased and subsequently retired 92 million shares of our Class A common stock for an aggregate amount of $20.03 billion, which includes the 1% excise tax accruals as a result of the Inflation Reduction Act of 2022. As of December 31, 2023, $30.93 billion remained available and authorized for repurchases. In January 2024, an additional $50 billion of repurchases was authorized under this program.
Dividend
On February 1, 2024, we announced the initiation of our first ever cash dividend program. This cash dividend of $0.50 per share of common stock is equivalent to $2.00 per share on an annual basis. The first cash dividend will be paid on March 26, 2024 to all holders of record of common stock at the close of business on February 22, 2024.
Subject to legally available funds and future declaration by our board of directors, we currently intend to continue to pay a quarterly cash dividend on our outstanding Class A common stock and Class B common stock. The declaration and payment of future dividends is at the sole discretion of our board of directors after taking into account various factors, including our financial condition, operating results, available cash, and current and anticipated cash needs.
Taxes
Cash paid for income taxes was $6.61 billion for the year ended December 31, 2023. As of December 31, 2023, we had taxes payable of $1.14 billion related to a one-time transition tax payable incurred as a result of the Tax Act, of which $575 million is due within one year. As permitted by the Tax Act, we will pay the transition tax in annual interest-free installments through 2025. Our other liabilities also include $6.95 billion related to the uncertain tax positions as of December 31, 2023. Due to uncertainties in the timing of the completion of tax audits, the timing of the resolution of these positions is uncertain and we are unable to make a reasonably reliable estimate of the timing of payments.
Loss Contingencies
We are involved in legal proceedings, claims, and regulatory, tax or government inquiries and investigations. We record a liability when we believe that it is both probable that a liability has been incurred, and that the amount can be reasonably estimated. If we determine there is a reasonable possibility that we may incur a loss and the loss or range of loss can be estimated, we disclose the possible loss in the accompanying notes to the consolidated financial statements to the extent material. Significant judgment is required to determine both probability and the estimated amount of loss. Such matters are inherently unpredictable and subject to significant uncertainties, some of which are beyond our control. Should any of these estimates and assumptions change or prove to be incorrect, it could have a material impact on our results of operations, financial position, and cash flows.
See Note 8 — Leases, Note 10 — Long-term Debt, Note 12 — Commitments and Contingencies, Note 13 — Stockholders' Equity, and Note 15 — Income Taxes in the notes to the consolidated financial statements included in Part II, Item 8, and "Legal Proceedings" contained in Part I, Item 3 of this Annual Report on Form 10-K for additional information regarding leases and contractual commitments, debt, taxes, and contingencies.
Recently Issued Accounting Pronouncements
For information on recently issued accounting pronouncements, see Note 1 — Summary of Significant Accounting Policies in the accompanying notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
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FY 2022 10-K MD&A
SEC filing source: 0001326801-23-000013.
Item 7.Management's Discussion and Analysis of Financial Condition and Results of Operations
You should read the following discussion of our financial condition and results of operations in conjunction with our consolidated financial statements and the related notes included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K. In addition to our historical consolidated financial information, the following discussion contains forward-looking statements that reflect our plans, estimates, and beliefs. Our actual results could differ materially from those discussed in the forward-looking statements. Factors that could cause or contribute to these differences include those discussed below and elsewhere in this Annual Report on Form 10-K, particularly in Part I, Item 1A, "Risk Factors." For a discussion of limitations in the measurement of certain of our community metrics, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
To supplement our consolidated financial statements, which are prepared and presented in accordance with generally accepted accounting principles in the United States (GAAP), we present revenue on a constant currency basis and free cash flow, which are non-GAAP financial measures. Revenue on a constant currency basis is presented in the section entitled "—Revenue—Foreign Exchange Impact on Revenue." To calculate revenue on a constant currency basis, we translated revenue for the full year 2022 using 2021 monthly exchange rates for our settlement or billing currencies other than the U.S. dollar. For a full description of our free cash flow non-GAAP measure, see the section entitled "—Liquidity and Capital Resources—Free Cash Flow."
These non-GAAP financial measures are not intended to be considered in isolation or as a substitute for, or superior to, financial information prepared and presented in accordance with GAAP. These measures may be different from non‑GAAP financial measures used by other companies, limiting their usefulness for comparison purposes. Moreover, presentation of revenue on a constant currency basis is provided for year-over-year comparison purposes, and investors should be cautioned that the effect of changing foreign currency exchange rates has an actual effect on our operating results. We believe these non-GAAP financial measures provide investors with useful supplemental information about the financial performance of our business, enable comparison of financial results between periods where certain items may vary independent of business performance, and allow for greater transparency with respect to key metrics used by management in operating our business.
Executive Overview of Full Year 2022 Results
Our mission is to give people the power to build community and bring the world closer together. In 2022, we continued to focus on our main revenue growth priorities: (i) helping marketers use our products to connect with consumers and (ii) making our ads more relevant and effective. We also continued to invest in both our family of apps and our metaverse efforts based on our company priorities.
Our financial results and key community metrics for 2022 are set forth below. Our total revenue for 2022 was $116.61 billion, a decrease of 1% compared to 2021, which reflects a $5.96 billion negative impact from the appreciation of the U.S. dollar relative to other foreign currencies. Revenue on a constant currency basis was $122.57 billion for 2022, an increase of 4% compared to 2021. Our advertising revenue was impacted by a reduction in advertising demand during 2022 compared to 2021, which we believe was primarily driven by reduced marketer spending as a result of a more challenging macroeconomic environment, as well as limitations on our ad targeting and measurement tools arising from changes to iOS and the regulatory environment. Our average price per ad decreased by 16% year-over-year in 2022, partially offset by an 18% year-over-year increase in ad impressions delivered across our Family of Apps.
Income from operations for 2022 was $28.94 billion, a decrease of $17.81 billion, or 38%, compared to 2021, mainly due to an increase in payroll and related expenses associated with a 20% increase in employee headcount particularly in engineering and other technical functions and higher operational expenses related to our data centers and technical infrastructure. Starting in the third quarter of 2022, we began a series of cost management initiatives including facilities consolidation, a layoff of approximately 11,000 employees, and a pivot in our data center strategy, which resulted in total restructuring charges of $4.61 billion in 2022. We expect we may incur significant additional restructuring charges as we continue to focus on cost efficiency measures through 2023.
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Consolidated and Segment Results
We report our financial results for our two reportable segments: Family of Apps (FoA) and Reality Labs (RL). FoA includes Facebook, Instagram, Messenger, WhatsApp, and other services. RL includes our augmented and virtual reality related consumer hardware, software, and content.
| Family of Apps | Reality Labs | Total | |||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year Ended December 31, | Year Ended December 31, | Year Ended December 31, | |||||||||||||||||||||||||||
| 2022 | 2021 | % change | 2022 | 2021 | % change | 2022 | 2021 | % change | |||||||||||||||||||||
| (in millions, except percentages) | |||||||||||||||||||||||||||||
| Revenue | $ | 114,450 | $ | 115,655 | (1)% | $ | 2,159 | $ | 2,274 | (5)% | $ | 116,609 | $ | 117,929 | (1)% | ||||||||||||||
| Costs and expenses | $ | 71,789 | $ | 58,709 | 22% | $ | 15,876 | $ | 12,467 | 27% | $ | 87,665 | $ | 71,176 | 23% | ||||||||||||||
| Income (loss) from operations | $ | 42,661 | $ | 56,946 | (25)% | $ | (13,717) | $ | (10,193) | (35)% | $ | 28,944 | $ | 46,753 | (38)% | ||||||||||||||
| Operating margin | 37 | % | 49 | % | (635) | % | (448) | % | 25 | % | 40 | % |
•Net income was $23.20 billion, with diluted earnings per share of $8.59 for the year ended December 31, 2022.
•Capital expenditures, including principal payments on finance leases, were $32.04 billion for the year ended December 31, 2022.
•Effective tax rate was 19.5% for the year ended December 31, 2022.
•Cash, cash equivalents, and marketable securities were $40.74 billion as of December 31, 2022.
•Long-term debt was $9.92 billion as of December 31, 2022.
•Headcount was 86,482 as of December 31, 2022, an increase of 20% year-over-year. Our reported headcount includes a substantial majority of the approximately 11,000 employees impacted by the layoff we announced in November 2022, who will no longer be reflected in our headcount by the end of the first quarter of 2023.
Restructuring
In 2022, we initiated several measures to pursue greater efficiency and to realign our business and strategic priorities. This includes a facilities consolidation strategy to sublease, early terminate, or abandon several office buildings under operating leases, a layoff of approximately 11,000 of our employees across the FoA and RL segments, and a pivot towards a next generation data center design, including cancellation of multiple data center projects.
A summary of our restructuring charges for the year ended December 31, 2022 by major activity type is as follows (in millions):
| Facilities Consolidation | Severance and Other Personnel Costs | Data Center Assets | Total | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Cost of revenue | $ | 154 | $ | — | $ | 1,341 | $ | 1,495 | ||||||||||
| Research and development | 1,311 | 408 | — | 1,719 | ||||||||||||||
| Marketing and sales | 404 | 234 | — | 638 | ||||||||||||||
| General and administrative | 426 | 333 | — | 759 | ||||||||||||||
| Total | $ | 2,295 | $ | 975 | $ | 1,341 | $ | 4,611 |
Total restructuring charges recorded under our FoA segment were $4.10 billion and RL segment were $515 million. These charges lowered our operating margin by four percentage points and diluted earnings per share (EPS) by $1.34. The impact of severance and other personnel costs recorded in the fourth quarter of 2022 was not material after offsetting with the savings from the decreases in payroll, bonus and other benefits expenses.
See Note 3 — Restructuring in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding restructuring charges.
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Family of Apps Metrics
•Family daily active people (DAP) was 2.96 billion on average for December 2022, an increase of 5% year-over-year.
•Family monthly active people (MAP) was 3.74 billion as of December 31, 2022, an increase of 4% year-over-year.
•Facebook daily active users (DAUs) were 2.00 billion on average for December 2022, an increase of 4% year-over-year.
•Facebook monthly active users (MAUs) were 2.96 billion as of December 31, 2022, an increase of 2% year-over-year.
•Ad impressions delivered across our Family of Apps increased by 18% year-over-year in 2022, and the average price per ad decreased by 16% year-over-year in 2022.
Developments in Advertising
Substantially all of our revenue is currently generated from advertising on Facebook and Instagram. We rely on targeting and measurement tools that incorporate data signals from user activity on websites and services that we do not control in order to deliver relevant and effective ads to our users. Our advertising revenue has been, and we expect will continue to be, adversely affected by reduced marketer spending as a result of limitations on our ad targeting and measurement tools arising from changes to the regulatory environment and third-party mobile operating systems and browsers.
In particular, legislative and regulatory developments such as the General Data Protection Regulation, ePrivacy Directive, and California Privacy Rights Act have impacted our ability to use data signals in our ad products, and we expect these and other developments such as the Digital Markets Act will have further impact in the future. As a result, we have implemented, and we will continue to implement, changes to our products and user data practices, which reduce our ability to effectively target and measure ads. In addition, mobile operating system and browser providers, such as Apple and Google, have implemented product changes and/or announced future plans to limit the ability of websites and application developers to collect and use these signals to target and measure advertising. For example, in 2021, Apple made certain changes to its products and data use policies in connection with changes to its iOS operating system that reduce our and other iOS developers' ability to target and measure advertising, which has negatively impacted, and we expect will continue to negatively impact, the size of the budgets marketers are willing to commit to us and other advertising platforms.
To mitigate these developments, we are working to evolve our advertising systems to improve the performance of our ad products. We are developing privacy enhancing technologies to deliver relevant ads and measurement capabilities while reducing the amount of personal information we process, including by relying more on anonymized or aggregated third-party data. In addition, we are developing tools that enable marketers to share their data into our systems, as well as ad products that generate more valuable signals within our apps. More broadly, we also continue to innovate our advertising tools to help marketers prepare campaigns and connect with consumers, including developing growing formats such as Reels ads and our business messaging ad products. Across all of these efforts, we are making significant investments in artificial intelligence and machine learning to improve our delivery, targeting, and measurement capabilities. We are also engaging with others across our industry to explore the possibility of new open standards for the private and secure processing of data for advertising purposes. We expect that some of these efforts will be long-term initiatives, and that the regulatory and platform developments described above will continue to adversely impact our advertising revenue for the foreseeable future.
Other Business and Macroeconomic Conditions
Other global and regional business, macroeconomic, and geopolitical conditions also have had, and we believe will continue to have, an impact on our user growth and engagement and advertising revenue. In particular, we believe advertising budgets have been pressured by factors such as inflation, rising interest rates, and related market uncertainty, which has led to reduced marketer spending. In addition, competitive products and services have reduced some users' engagement with our products and services. In response to competitive pressures, we have introduced new features such as Reels and are investing in our artificial intelligence-powered discovery engine to recommend relevant unconnected content across our products. While Reels is growing in usage, it is not currently monetized at the same rate as our feed or Stories products. We also have seen fluctuations and declines in the size of our active user base in one or more markets from time to time. For example, in connection with the war in Ukraine, access to Facebook and Instagram was restricted in Russia and the services were then prohibited by the Russian government, which adversely affected user growth and engagement in 2022. These trends adversely affected advertising revenue in 2022, and we expect will continue to affect our advertising revenue in the foreseeable future.
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The COVID-19 pandemic has also impacted our business and results of operations, with a varied impact on user growth and engagement, as well as the demand for and pricing of our ads from period to period. While we experienced a reduction in advertising demand and a related decline in pricing during the onset of the pandemic, we believe the pandemic subsequently contributed to an acceleration in the growth of online commerce, and we experienced increasing demand for advertising as a result of this trend. More recently, we believe this growth has declined, and we saw continued softening of advertising demand in 2022 as many activities that shifted online during COVID-19 related lockdowns resumed in person. We may experience similar volatility in the demand for and pricing of our advertising services as a result of the pandemic in the future.
Although we regularly evaluate a variety of sources to understand trends in our advertising revenue, we do not have perfect visibility into the factors driving advertiser spending decisions and our assessments involve complex judgments about what is driving advertising decisions across a large and diversified advertiser base across the globe. Trends impacting advertising spend are also dynamic and interrelated. As a result, it is difficult to identify with precision which advertiser spending decisions are attributable to which trends, and we are unable to quantify the exact impact that each trend had on our advertising revenue during the periods presented.
Investment Philosophy
In 2022, we continued to invest based on the following company priorities: (i) continue making progress on the major social issues facing the internet and our company, including privacy, safety, and security; (ii) build new experiences that meaningfully improve people's lives today and set the stage for even bigger improvements in the future; (iii) keep building our business by supporting the millions of businesses that rely on our services to grow and create jobs; and (iv) communicate more transparently about what we're doing and the role our services play in the world.
We anticipate that investments in our data center capacity, servers, network infrastructure, and headcount will continue to drive expense growth in 2023, which will adversely affect our operating margin and profitability. The majority of our investments are directed toward developing our family of apps. In 2022, 82% of our total costs and expenses were recognized in FoA and 18% were recognized in RL. Our FoA investments include expenses relating to headcount, data centers and technical infrastructure as part of our efforts to develop our apps and our advertising services. We are also making significant investments in our metaverse efforts, including developing virtual and augmented reality devices, software for social platforms, neural interfaces, and other foundational technologies for the metaverse. Our RL investments include expenses relating to headcount and technology development across these efforts. Many of our RL investments are directed toward long-term, cutting-edge research and development for products for the metaverse that are not on the market today and may only be fully realized in the next decade. Although it is inherently difficult to predict when and how the metaverse ecosystem will develop, we expect our RL segment to continue to operate at a loss for the foreseeable future, and our ability to support our metaverse efforts is dependent on generating sufficient profits from other areas of our business. We expect this will be a complex, evolving, and long-term initiative. We are investing now because we believe this is the next chapter of the internet and will unlock monetization opportunities for businesses, developers, and creators, including around advertising, hardware, and digital goods.
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Trends in Our Family Metrics
The numbers for our key Family metrics, our DAP, MAP, and average revenue per person (ARPP), do not include users on our other products unless they would otherwise qualify as DAP or MAP, respectively, based on their other activities on our Family products.
Trends in the number of people in our community affect our revenue and financial results by influencing the number of ads we are able to show, the value of our ads to marketers, as well as our expenses and capital expenditures. Substantially all of our daily and monthly active people (as defined below) access our Family products on mobile devices.
•Daily Active People (DAP). We define a daily active person as a registered and logged-in user of Facebook, Instagram, Messenger, and/or WhatsApp (collectively, our "Family" of products) who visited at least one of these Family products through a mobile device application or using a web or mobile browser on a given day. We do not require people to use a common identifier or link their accounts to use multiple products in our Family, and therefore must seek to attribute multiple user accounts within and across products to individual people. Our calculations of DAP rely upon complex techniques, algorithms, and machine learning models that seek to estimate the underlying number of unique people using one or more of these products, including by matching user accounts within an individual product and across multiple products when we believe they are attributable to a single person, and counting such group of accounts as one person. As these techniques and models require significant judgment, are developed based on internal reviews of limited samples of user accounts, and are calibrated against user survey data, there is necessarily some margin of error in our estimates. We view DAP, and DAP as a percentage of MAP, as measures of engagement across our products. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 |
|---|---|---|---|---|---|---|---|---|---|
| DAP/MAP: | 79% | 79% | 79% | 78% | 79% | 79% | 79% | 79% | 79% |
Note: We report the numbers of DAP and MAP as specific amounts, but these numbers are estimates of the numbers of unique people using our products and are subject to statistical variances and errors. While we expect the error margin for these estimates to vary from period to period, we estimate that such margin generally will be approximately 3% of our worldwide MAP. At our scale, it is very difficult to attribute multiple user accounts within and across products to individual people, and it is possible that the actual numbers of unique people using our products may vary significantly from our estimates, potentially beyond our estimated error margins. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K. In the first quarter of 2021, we updated our Family metrics calculations to maintain calibration of our models against recent user survey data, and we estimate such update contributed an aggregate of approximately 60 million DAP to our reported worldwide DAP in March 2021. In the third quarter of 2022, we updated our Family metrics calculations to maintain calibration of our models against recent user survey data, and we estimate such update contributed an aggregate of approximately 30 million DAP to our reported worldwide DAP in September 2022.
Worldwide DAP increased 5% to 2.96 billion on average during December 2022 from 2.82 billion during December 2021.
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•Monthly Active People (MAP). We define a monthly active person as a registered and logged-in user of one or more Family products who visited at least one of these Family products through a mobile device application or using a web or mobile browser in the last 30 days as of the date of measurement. We do not require people to use a common identifier or link their accounts to use multiple products in our Family, and therefore must seek to attribute multiple user accounts within and across products to individual people. Our calculations of MAP rely upon complex techniques, algorithms, and machine learning models that seek to estimate the underlying number of unique people using one or more of these products, including by matching user accounts within an individual product and across multiple products when we believe they are attributable to a single person, and counting such group of accounts as one person. As these techniques and models require significant judgment, are developed based on internal reviews of limited samples of user accounts, and are calibrated against user survey data, there is necessarily some margin of error in our estimates. We view MAP as a measure of the size of our global active community of people using our products. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
Note: We report the numbers of DAP and MAP as specific amounts, but these numbers are estimates of the numbers of unique people using our products and are subject to statistical variances and errors. While we expect the error margin for these estimates to vary from period to period, we estimate that such margin generally will be approximately 3% of our worldwide MAP. At our scale, it is very difficult to attribute multiple user accounts within and across products to individual people, and it is possible that the actual numbers of unique people using our products may vary significantly from our estimates, potentially beyond our estimated error margins. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K. In the first quarter of 2021, we updated our Family metrics calculations to maintain calibration of our models against recent user survey data, and we estimate such update contributed an aggregate of approximately 70 million MAP to our reported worldwide MAP in March 2021. In the third quarter of 2022, we updated our Family metrics calculations to maintain calibration of our models against recent user survey data, and we estimate such update contributed an aggregate of approximately 40 million MAP to our reported worldwide MAP in September 2022.
As of December 31, 2022, we had 3.74 billion MAP, an increase of 4% from 3.59 billion as of December 31, 2021.
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•Average Revenue Per Person (ARPP). We define ARPP as our total revenue during a given quarter, divided by the average of the number of MAP at the beginning and end of the quarter. While ARPP includes all sources of revenue, the number of MAP used in this calculation only includes users of our Family products as described in the definition of MAP above. We estimate that the share of revenue from users who are not also MAP was not material.
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 |
|---|---|---|---|---|---|---|---|---|---|
| ARPP: | $8.62 | $7.75 | $8.36 | $8.18 | $9.39 | $7.72 | $7.91 | $7.53 | $8.63 |
Note: Non-advertising revenue includes RL revenue generated from the delivery of consumer hardware products and FoA Other revenue, which consists of net fees we receive from developers using our Payments infrastructure and revenue from various other sources.
Our annual worldwide ARPP in 2022, which represents the sum of quarterly ARPP during such period, was $31.79, a decrease of 6% from 2021.
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Trends in Our Facebook User Metrics
The numbers for our key Facebook metrics, our DAUs, MAUs, and average revenue per user (ARPU), do not include users on Instagram, WhatsApp, or our other products, unless they would otherwise qualify as DAUs or MAUs, respectively, based on their other activities on Facebook.
Trends in the number of users affect our revenue and financial results by influencing the number of ads we are able to show, the value of our ads to marketers, as well as our expenses and capital expenditures. Substantially all of our daily and monthly active users (as defined below) access Facebook on mobile devices.
•Daily Active Users (DAUs). We define a daily active user as a registered and logged-in Facebook user who visited Facebook through our website or a mobile device, or used our Messenger application (and is also a registered Facebook user), on a given day. We view DAUs, and DAUs as a percentage of MAUs, as measures of user engagement on Facebook.
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 |
|---|---|---|---|---|---|---|---|---|---|
| DAU/MAU: | 66% | 66% | 66% | 66% | 66% | 67% | 67% | 67% | 67% |
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 | Column 12 | Column 13 | Column 14 | Column 15 | Column 16 | Column 17 | Column 18 | Column 19 | Column 20 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DAU/MAU: | 76% | 75% | 75% | 75% | 74% | 75% | 75% | 74% | 75% | DAU/MAU: | 74% | 73% | 73% | 73% | 72% | 73% | 74% | 74% | 75% |
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 | Column 12 | Column 13 | Column 14 | Column 15 | Column 16 | Column 17 | Column 18 | Column 19 | Column 20 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DAU/MAU: | 62% | 62% | 62% | 63% | 63% | 64% | 64% | 64% | 65% | DAU/MAU: | 65% | 65% | 65% | 66% | 65% | 66% | 66% | 66% | 66% |
Note: For purposes of reporting DAUs, MAUs, and ARPU by geographic region, Europe includes all users in Russia and Turkey and Rest of World includes all users in Africa, Latin America, and the Middle East.
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Worldwide DAUs increased 4% to 2.00 billion on average during December 2022 from 1.93 billion during December 2021. Users in India, the Philippines, and Bangladesh represented the top three sources of growth in DAUs during December 2022, relative to the same period in 2021.
•Monthly Active Users (MAUs). We define a monthly active user as a registered and logged-in Facebook user who visited Facebook through our website or a mobile device, or used our Messenger application (and is also a registered Facebook user), in the last 30 days as of the date of measurement. MAUs are a measure of the size of our global active user community on Facebook.
As of December 31, 2022, we had 2.96 billion MAUs, an increase of 2% from December 31, 2021. Users in India, Nigeria, and Bangladesh represented the top three sources of growth in 2022, relative to the same period in 2021.
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Trends in Our Monetization by Facebook User Geography
We calculate our revenue by user geography based on our estimate of the geography in which ad impressions are delivered, virtual and digital goods are purchased, or consumer hardware products are shipped. We define ARPU as our total revenue in a given geography during a given quarter, divided by the average of the number of MAUs in the geography at the beginning and end of the quarter. While ARPU includes all sources of revenue, the number of MAUs used in this calculation only includes users of Facebook and Messenger as described in the definition of MAU above. While the share of revenue from users who are not also Facebook or Messenger MAUs has grown over time, we estimate that revenue from users who are Facebook or Messenger MAUs represents the substantial majority of our total revenue. See "Average Revenue Per Person (ARPP)" above for our estimates of trends in our monetization of our Family products. The geography of our users affects our revenue and financial results because we currently monetize users in different geographies at different average rates. Our revenue and ARPU in regions such as United States & Canada and Europe are relatively higher primarily due to the size and maturity of those online and mobile advertising markets. For example, ARPU in 2022 in the United States & Canada region was more than 11 times higher than in the Asia-Pacific region.
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 | Column 12 | Column 13 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ARPU: | $10.14 | $9.27 | $10.12 | $10.00 | $11.57 | $9.54 | $9.82 | $9.41 | $10.86 |
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 | Column 12 | Column 13 | Column 14 | Column 15 | Column 16 | Column 17 | Column 18 | Column 19 | Column 20 | Column 21 | Column 22 | Column 23 | Column 24 | Column 25 | Column 26 | Column 27 | Column 28 | Column 29 | Column 30 | Column 31 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ARPU: | $ | 53.56 | $ | 48.03 | $ | 53.01 | $ | 52.34 | $ | 60.57 | $48.29 | $50.25 | $49.13 | $58.77 | ARPU: | $16.87 | $15.49 | $17.23 | $16.50 | $19.68 | $15.35 | $15.64 | $14.23 | $17.29 |
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 | Column 12 | Column 13 | Column 14 | Column 15 | Column 16 | Column 17 | Column 18 | Column 19 | Column 20 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ARPU: | $4.05 | $3.94 | $4.16 | $4.30 | $4.89 | $4.47 | $4.54 | $4.42 | $4.61 | ARPU: | $2.77 | $2.64 | $3.05 | $3.14 | $3.43 | $3.14 | $3.35 | $3.21 | $3.52 |
Note: Non-advertising revenue includes RL revenue generated from the delivery of consumer hardware products and FoA Other revenue, which consists of net fees we receive from developers using our Payments infrastructure and revenue from various other sources.
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Our revenue by user geography in the charts above is geographically apportioned based on our estimation of the geographic location of our users when they perform a revenue-generating activity. This allocation differs from our revenue disaggregated by geography disclosure in Note 2 — Revenue in our consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplemental Data" where revenue is geographically apportioned based on the addresses of our customers.
Our annual worldwide ARPU in 2022, which represents the sum of quarterly ARPU during such period, was $39.63, a decrease of 3% from 2021. For 2022, ARPU decreased by 9% in Europe and 4% in United States & Canada, and increased by 4% in Asia-Pacific and 8% in Rest of World. In addition, user growth was mostly in geographies with relatively lower ARPU, such as Asia‑Pacific and Rest of World. We expect that user growth in the future will be primarily concentrated in those regions where ARPU is relatively lower, such that worldwide ARPU may decrease at a higher rate, or increase at a slower rate, relative to ARPU in any geographic region in a particular period, or potentially decrease even if ARPU increases in each geographic region.
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Critical Accounting Policies and Estimates
Our consolidated financial statements are prepared in accordance with U.S. GAAP. The preparation of these consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, costs and expenses, and related disclosures. On an ongoing basis, we evaluate our estimates and assumptions based on historical experience and on various other assumptions that we believe are reasonable under the circumstances. Our actual results could differ from these estimates under different assumptions or conditions.
An accounting policy is deemed to be critical if the nature of the estimates or assumptions is material due to the levels of subjectivity and judgment necessary to account for highly uncertain matters or the susceptibility of such matters to change, and the impact of the estimates and assumptions on our consolidated financial statements is material. We believe that the assumptions and estimates associated with gross vs. net in revenue recognition, valuation of non-marketable equity securities, income taxes, loss contingencies, and valuation of long-lived assets including goodwill, intangible assets, and property and equipment, and their associated estimated useful lives, when applicable, have the greatest potential impact on our consolidated financial statements. Therefore, we consider these to be our critical accounting policies and estimates. For further information on all of our significant accounting policies, see Note 1 — Summary of Significant Accounting Policies in the accompanying notes to consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
Gross vs. Net in Revenue Recognition
For revenue generated from arrangements that involve third parties, there is significant judgment in evaluating whether we are the principal, and report revenue on a gross basis, or the agent, and report revenue on a net basis. In this assessment, we consider if we obtain control of the specified goods or services before they are transferred to the customer, as well as other indicators such as the party primarily responsible for fulfillment, inventory risk, and discretion in establishing price. The assessment of whether we are considered the principal or the agent in a transaction could impact our revenue and cost of revenue recognized on the consolidated statements of income.
Valuation of Non-marketable Equity Securities
For our non-marketable equity securities without readily determinable fair values accounted for using the measurement alternative, determining whether a non-marketable equity security issued by the same issuer is similar to the non-marketable equity security we hold may require judgment in (a) assessment of differences in rights and obligations associated with the instruments such as voting rights, distribution rights and preferences, and conversion features, and (b) adjustments to the observable price for differences such as, but not limited to, rights and obligations, control premium, liquidity, or principal or most advantageous markets. In addition, the identification of observable transactions will depend on the timely reporting of these transactions from our investee companies, which may occur in a period subsequent to when the transactions take place. Therefore, our fair value adjustment for these observable transactions may occur in a period subsequent to when the transaction actually occurred. For non-marketable equity securities, we perform a qualitative assessment at each reporting date to determine whether there are triggering events for impairment. The qualitative assessment considers factors such as, but not limited to, the investee's financial condition and business outlook; industry and sector performance; regulatory, economic or technological environment; operational and financing cash flows; and other relevant events and factors affecting the investee. When indicators of impairment exist, we estimate the fair value of our non-marketable equity securities using the market approach and/or the income approach and recognize impairment loss in the consolidated statements of income if the estimated fair value is less than the carrying value. Estimating fair value requires judgment and use of estimates such as discount rates, forecast cash flows, holding period, and market data of comparable companies, among others.
Income Taxes
We are subject to income taxes in the United States and numerous foreign jurisdictions. Significant judgment is required in determining our provision for income taxes and income tax assets and liabilities, including evaluating uncertainties in the application of accounting principles and complex tax laws.
We recognize tax benefits from uncertain tax positions only if we believe that it is more likely than not that the tax position will be sustained on examination by the taxing authorities based on the technical merits of the position. These uncertain tax positions include our estimates for transfer pricing that have been developed based upon analyses of appropriate
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arms-length prices. Similarly, our estimates related to uncertain tax positions concerning research and development tax credits are based on an assessment of whether our available documentation corroborating the nature of our activities supporting the tax credits will be sufficient. Although we believe that we have adequately reserved for our uncertain tax positions (including net interest and penalties), we can provide no assurance that the final tax outcome of these matters will not be materially different. We make adjustments to these reserves in accordance with the income tax accounting guidance when facts and circumstances change, such as the closing of a tax audit or the refinement of an estimate. To the extent that the final tax outcome of these matters is different from the amounts recorded, such differences will affect the provision for income taxes in the period in which such determination is made, and could have a material impact on our financial condition and operating results.
Loss Contingencies
We are involved in legal proceedings, claims, and regulatory, tax or government inquiries and investigations that arise in the ordinary course of business. Certain of these matters include speculative claims for substantial or indeterminate amounts of damages. Additionally, we are required to comply with various legal and regulatory obligations around the world, and we regularly become subject to new laws and regulations in the jurisdictions in which we operate. The requirements for complying with these obligations may be uncertain and subject to interpretation and enforcement by regulatory and other authorities, and any failure to comply with such obligations could eventually lead to asserted legal or regulatory action. With respect to these matters, asserted and unasserted, we evaluate the associated developments on a regular basis and accrue a liability when we believe that it is both probable that a loss has been incurred and the amount can be reasonably estimated. If we determine there is a reasonable possibility that we may incur a loss and the loss or range of loss can be reasonably estimated, we disclose the possible loss in the accompanying notes to the consolidated financial statements to the extent material.
We review the developments in our contingencies that could affect the amount of the provisions that have been previously recorded, and the matters and related reasonably possible losses disclosed. We make adjustments to our provisions and changes to our disclosures accordingly to reflect the merits of our defenses and the impact of negotiations, settlements, regulatory proceedings, rulings, advice of legal counsel, and updated information. Significant judgment is required to determine the probability of loss and the estimated amount of loss, including when and if the probability and estimate has changed for asserted and unasserted matters. Certain factors, in particular, have resulted in significant changes to these estimates and judgments in prior quarters based on updated information available. For example, in certain jurisdictions where we operate, fines and penalties may be the result of new laws and preliminary interpretations regarding the basis of assessing damages, which may make it difficult to estimate what such fines and penalties would amount to if successfully asserted against us. In addition, certain government inquiries and investigations, such as matters before our lead European Union privacy regulator, the IDPC, are subject to review by other regulatory bodies before decisions are finalized, which can lead to significant changes in the outcome of an inquiry. As a result of these and other factors, we reasonably expect that our estimates and judgments with respect to our contingencies may continue to be revised in future quarters.
The ultimate outcome of these matters, such as whether the likelihood of loss is remote, reasonably possible, or probable or if and when the reasonably possible range of loss is estimable, is inherently uncertain. Therefore, if one or more of these matters were resolved against us for amounts in excess of management's estimates of losses, our results of operations and financial condition, including in a particular reporting period in which any such outcome becomes probable and estimable, could be materially adversely affected. See Note 13 — Commitments and Contingencies and Note 16 — Income Taxes of the accompanying notes to our consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" and Part I, Item 3, "Legal Proceedings" of this Annual Report on Form 10-K for additional information regarding these contingencies.
Valuation of Long-lived Assets including Goodwill, Intangible Assets, and Property and Equipment and Estimated Useful Lives
We allocate the fair value of purchase consideration to the tangible assets acquired, liabilities assumed, and intangible assets acquired based on their estimated fair values. The excess of the fair value of purchase consideration over the fair values of these identifiable assets and liabilities is recorded as goodwill to reporting units based on the expected benefit from the business combination. Such valuations require management to make significant estimates and assumptions, especially with respect to intangible assets. Significant estimates in valuing certain intangible assets include, but are not limited to, estimated replacement costs and future expected cash flows from acquired users, acquired technology, acquired patents, and trade
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names from a market participant perspective, useful lives, and discount rates. Management's estimates of fair value are based upon assumptions believed to be reasonable, but which are inherently uncertain and unpredictable and, as a result, actual results may differ from estimates. Allocation of purchase consideration to identifiable assets and liabilities affects our amortization expense, as acquired finite-lived intangible assets are amortized over the useful life, whereas any indefinite-lived intangible assets, including goodwill, are not amortized. During the measurement period, which is not to exceed one year from the acquisition date, we may record adjustments to the assets acquired and liabilities assumed, with the corresponding offset to goodwill. Upon the conclusion of the measurement period, any subsequent adjustments are recorded to earnings.
Goodwill is tested for impairment at the reporting unit level annually or more frequently if events or changes in circumstances would more likely than not reduce the fair value of a reporting unit below its carrying value. We have two reporting units subject to goodwill impairment testing. As of December 31, 2022, no impairment of goodwill has been identified.
Long-lived assets, including property and equipment and finite-lived intangible assets are reviewed for possible impairment whenever events or circumstances indicate that the carrying amount of such assets may not be recoverable. The evaluation is performed at the lowest level for which identifiable cash flows are largely independent of the cash flows of other assets and liabilities. Recoverability of these assets is measured by a comparison of the carrying amounts to the future undiscounted cash flows the assets are expected to generate from the use and eventual disposition. If such review indicates that the carrying amount of property and equipment and intangible assets is not recoverable, the carrying amount of such assets is reduced to fair value.
The useful lives of our long-lived assets including property and equipment and finite-lived intangible assets are determined by management when those assets are initially recognized and are routinely reviewed for the remaining estimated useful lives. The current estimate of useful lives represents our best estimate based on current facts and circumstances, but may differ from the actual useful lives due to changes in future circumstances such as changes to our business operations, changes in the planned use of assets, and technological advancements. When we change the estimated useful life assumption for any asset, the remaining carrying amount of the asset is accounted for prospectively and depreciated or amortized over the revised remaining useful life.
In connection with our periodic reviews of the estimated useful lives of property and equipment, we extended the estimated average useful lives of our servers and network assets category effective the second and the fourth quarters of 2022. The financial impact of the changes in estimates was a reduction in depreciation expense of $860 million and an increase in net income of $693 million, or $0.26 per diluted share for the year ended December 31, 2022. The impact from the changes in our estimates was calculated based on the servers and network assets existing as of the effective date of the change and applying the revised useful lives prospectively.
See Note 1 — Summary of Significant Accounting Policies in the accompanying notes to consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K, for additional information regarding the changes in the estimated useful lives of our servers and network assets.
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Components of Results of Operations
Revenue
Family of Apps (FoA)
Advertising. We generate substantially all of our revenue from advertising. Our advertising revenue is generated by displaying ad products on Facebook, Instagram, Messenger, and third-party mobile applications. Marketers pay for ad products either directly or through their relationships with advertising agencies or resellers, based on the number of impressions delivered or the number of actions, such as clicks, taken by users.
We recognize revenue from the display of impression-based ads in the contracted period in which the impressions are delivered. Impressions are considered delivered when an ad is displayed to a user. We recognize revenue from the delivery of action-based ads in the period in which a user takes the action the marketer contracted for. The number of ads we show is subject to methodological changes as we continue to evolve our ads business and the structure of our ads products. In particular, the number of ads we show may vary by product (for example, our video and Reels products are not currently monetized at the same rate as our feed or Stories products), and from time to time we increase or decrease the number or frequency of ads we show as part of our product and monetization strategies. We calculate average price per ad as total advertising revenue divided by the number of ads delivered, representing the average price paid per ad by a marketer regardless of their desired objective such as impression or action. For advertising revenue arrangements where we are not the principal, we recognize revenue on a net basis.
Other revenue. Other revenue consists of net fees we receive from developers using our Payments infrastructure and revenue from WhatsApp Business Platform and various other sources.
Reality Labs (RL)
RL revenue is generated from the delivery of consumer hardware products, such as Meta Quest, wearables, and related software and content.
Cost of Revenue and Operating Expenses
Cost of revenue. Our cost of revenue consists mostly of expenses associated with the delivery and distribution of our products. These include expenses related to the operation of our data centers and technical infrastructure, such as depreciation expense from servers, network infrastructure and buildings, as well as payroll and related expenses which include share-based compensation for employees on our operations teams, and energy and bandwidth costs. Cost of revenue also includes costs associated with partner arrangements, including traffic acquisition costs and credit card and other fees related to processing customer transactions, and content costs. Additionally, cost of revenue includes RL inventory costs, which consist of cost of products sold and estimated losses on non-cancelable contractual commitments.
Research and development. Research and development expenses consist primarily of payroll and related expenses which include share-based compensation, facilities-related costs for employees on our engineering and technical teams who are responsible for developing new products as well as improving existing products, RL technology development costs, and professional services.
Marketing and sales. Marketing and sales expenses consist mostly of marketing and promotional expenses as well as payroll and related expenses which include share-based compensation for our employees engaged in sales, sales support, marketing, business development, and customer service functions. Our marketing and sales expenses also include professional services such as content reviewers to support our community and product operations.
General and administrative. General and administrative expenses consist primarily of payroll and related expenses which include share-based compensation for certain of our executives as well as our legal, finance, human resources, corporate communications and policy, and other administrative employees; legal-related costs, which include estimated fines, settlements, or other losses in connection with legal and related matters, as well as other legal fees; professional services, and other taxes, such as digital services taxes, other tax levies.
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Results of Operations
In this section, we discuss the results of our operations for the year ended December 31, 2022 compared to the year ended December 31, 2021. For a discussion of the year ended December 31, 2021 compared to the year ended December 31, 2020, please refer to Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Annual Report on Form 10-K for the year ended December 31, 2021.
The following table sets forth our consolidated statements of income data (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | ||||||||
| Revenue | $ | 116,609 | $ | 117,929 | $ | 85,965 | ||||
| Costs and expenses: | ||||||||||
| Cost of revenue | 25,249 | 22,649 | 16,692 | |||||||
| Research and development | 35,338 | 24,655 | 18,447 | |||||||
| Marketing and sales | 15,262 | 14,043 | 11,591 | |||||||
| General and administrative | 11,816 | 9,829 | 6,564 | |||||||
| Total costs and expenses | 87,665 | 71,176 | 53,294 | |||||||
| Income from operations | 28,944 | 46,753 | 32,671 | |||||||
| Interest and other income (expense), net | (125) | 531 | 509 | |||||||
| Income before provision for income taxes | 28,819 | 47,284 | 33,180 | |||||||
| Provision for income taxes | 5,619 | 7,914 | 4,034 | |||||||
| Net income | $ | 23,200 | $ | 39,370 | $ | 29,146 |
The following table sets forth our consolidated statements of income data (as a percentage of revenue)(1):
| Year Ended December 31, | ||||||||
|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | ||||||
| Revenue | 100 | % | 100 | % | 100 | % | ||
| Costs and expenses: | ||||||||
| Cost of revenue | 22 | 19 | 19 | |||||
| Research and development | 30 | 21 | 21 | |||||
| Marketing and sales | 13 | 12 | 13 | |||||
| General and administrative | 10 | 8 | 8 | |||||
| Total costs and expenses | 75 | 60 | 62 | |||||
| Income from operations | 25 | 40 | 38 | |||||
| Interest and other income (expense), net | — | — | 1 | |||||
| Income before provision for income taxes | 25 | 40 | 39 | |||||
| Provision for income taxes | 5 | 7 | 5 | |||||
| Net income | 20 | % | 33 | % | 34 | % |
_________________________
(1)Percentages have been rounded for presentation purposes and may differ from unrounded results.
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Revenue
The following table sets forth our revenue by source and by segment. For comparative purposes, amounts for the year ended December 31, 2020 have been recast:
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | 2022 vs 2021 % change | 2021 vs 2020 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Advertising | $ | 113,642 | $ | 114,934 | $ | 84,169 | (1) | % | 37 | % | |||||||
| Other revenue | 808 | 721 | 657 | 12 | % | 10 | % | ||||||||||
| Family of Apps | 114,450 | 115,655 | 84,826 | (1) | % | 36 | % | ||||||||||
| Reality Labs | 2,159 | 2,274 | 1,139 | (5) | % | 100 | % | ||||||||||
| Total revenue | $ | 116,609 | $ | 117,929 | $ | 85,965 | (1) | % | 37 | % |
Family of Apps
FoA revenue in 2022 decreased $1.21 billion, or 1%, compared to 2021. The decrease was mostly driven by advertising revenue.
Advertising
Advertising revenue in 2022 decreased $1.29 billion, or 1%, compared to 2021 due to a decrease in the average price per ad, partially offset by an increase in the number of ads delivered. In 2022, the average price per ad decreased by 16%, as compared with an increase of 24% in 2021. The decrease in average price per ad was driven by an increase in the number of ads delivered, especially in geographies and in products such as video and Reels that monetize at lower rates, and an unfavorable foreign exchange impact. In addition, the decrease in average price per ad was impacted by a reduction in advertising demand, which we believe was primarily driven by reduced marketer spending as a result of a more challenging macroeconomic environment and limitations on our ad targeting and measurement tools arising from changes to iOS and the regulatory environment, as well as, to a lesser extent, the other factors discussed in the section entitled "—Executive Overview of Full Year 2022 Results." In 2022, the number of ads delivered increased by 18%, as compared with a 10% increase in 2021. Ads impressions grew in all regions during 2022, mostly driven by an increase in ads delivered in Asia-Pacific and Rest of World. The increase in the ads delivered during 2022 was driven by increases in the number and frequency of ads displayed across our products and an increase in users. We anticipate that future advertising revenue will be driven by a combination of price and the number of ads delivered.
Reality Labs
RL revenue in 2022 decreased $115 million, or 5%, compared to 2021. The decrease in RL revenue was driven by a decrease in the volume of Meta Quest sales.
Revenue Seasonality and Customer Concentration
Revenue is traditionally seasonally strong in the fourth quarter of each year due in part to seasonal holiday demand. We believe that this seasonality in both advertising revenue and RL consumer hardware sales affects our quarterly results, which generally reflect significant growth in revenue between the third and fourth quarters and a decline between the fourth and subsequent first quarters. For instance, our total revenue increased 16%, 16%, and 31% between the third and fourth quarters of 2022, 2021, and 2020, respectively, while total revenue for the first quarters of 2022, 2021, and 2020 declined 17%, 7%, and 16% compared to the fourth quarters of 2021, 2020, and 2019, respectively.
No customer represented 10% or more of total revenue during the years ended December 31, 2022, 2021, and 2020.
Foreign Exchange Impact on Revenue
The general strengthening of the U.S. dollar relative to certain foreign currencies in the full year 2022 compared to the same period in 2021 had an unfavorable impact on revenue. If we had translated revenue for the full year 2022 using the prior
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year's monthly exchange rates for our settlement or billing currencies other than the U.S. dollar, our total revenue and advertising revenue would have been $122.57 billion and $119.54 billion, respectively. Using these constant rates, total revenue and advertising revenue would have been $5.96 billion and $5.90 billion higher than actual total revenue and advertising revenue, respectively, for the full year 2022. Using the same constant rates, full year 2022 total revenue and advertising revenue would have been $4.64 billion and $4.60 billion, respectively, higher than actual total revenue and advertising revenue for the full year 2021.
Cost of revenue
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | 2022 vs 2021 % change | 2021 vs 2020 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Cost of revenue | $ | 25,249 | $ | 22,649 | $ | 16,692 | 11 | % | 36 | % | |||||||
| Percentage of revenue | 22 | % | 19 | % | 19 | % |
Cost of revenue in 2022 increased $2.60 billion, or 11%, compared to 2021. The increase was mainly due to an increase in operational expenses related to our data centers and technical infrastructure, adjusted for a decrease in the depreciation growth rate due to extensions in the useful lives of servers and network assets. In addition, we recorded $1.34 billion of abandonment charges related to data center assets. These increases were partially offset by a decrease in RL inventory cost including lower losses on purchase commitments.
See Note 1 — Summary of Significant Accounting Policies and Note 3 — Restructuring in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding changes in the estimated useful life of our servers and network assets as well as the abandonment charges related to data center assets, respectively.
Research and development
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | 2022 vs 2021 % change | 2021 vs 2020 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Research and development | $ | 35,338 | $ | 24,655 | $ | 18,447 | 43 | % | 34 | % | |||||||
| Percentage of revenue | 30 | % | 21 | % | 21 | % |
Research and development expenses in 2022 increased $10.68 billion, or 43%, compared to 2021. The increase was mainly due to higher payroll and related expenses and $1.31 billion impairment charges to leases and leasehold improvements as part of our restructuring efforts. Our payroll and related expenses increased as a result of a 26% increase in employee headcount from December 31, 2021 to December 31, 2022 in engineering and other technical functions supporting our continued investment in our family of products and RL.
Marketing and sales
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | 2022 vs 2021 % change | 2021 vs 2020 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Marketing and sales | $ | 15,262 | $ | 14,043 | $ | 11,591 | 9 | % | 21 | % | |||||||
| Percentage of revenue | 13 | % | 12 | % | 13 | % |
Marketing and sales expenses in 2022 increased $1.22 billion, or 9%, compared to 2021. The increase was mostly due to increases in payroll and related expenses and $404 million impairment charges to leases and leasehold improvements as part of our restructuring efforts.
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General and administrative
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | 2022 vs 2021 % change | 2021 vs 2020 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| General and administrative | $ | 11,816 | $ | 9,829 | $ | 6,564 | 20 | % | 50 | % | |||||||
| Percentage of revenue | 10 | % | 8 | % | 8 | % |
General and administrative expenses in 2022 increased $1.99 billion, or 20%, compared to 2021. The increase was primarily due to increases in payroll and related expenses and $426 million impairment charges to leases and leasehold improvements as part of our restructuring efforts. Our payroll and related expenses increased as a result of a 20% increase in employee headcount from December 31, 2021 to December 31, 2022 in our general and administrative functions.
See Note 3 — Restructuring in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding impairment charges to leases and leasehold improvements.
Segment profitability
The following table sets forth income (loss) from operations by segment. For comparative purposes, amounts for the year ended December 31, 2020 have been recast:
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | 2022 vs 2021 % change | 2021 vs 2020 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Family of Apps | $ | 42,661 | $ | 56,946 | $ | 39,294 | (25) | % | 45 | % | |||||||
| Reality Labs | (13,717) | (10,193) | (6,623) | (35) | % | (54) | % | ||||||||||
| Total income from operations | $ | 28,944 | $ | 46,753 | $ | 32,671 | (38) | % | 43 | % |
Family of Apps
FoA income from operations in 2022 decreased $14.29 billion, or 25%, compared to 2021. The decrease was due to an increase in FoA total costs and expenses, primarily due to an increase in payroll and related expenses as a result of higher employee headcount, additional charges recorded related to our restructuring efforts and an increase in costs related to our data centers and technical infrastructure.
See Note 3 — Restructuring in the notes to the consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information.
Reality Labs
RL loss from operations in 2022 increased $3.52 billion, or 35%, compared to 2021. The increase in loss from operations was mainly driven by increases in payroll and related expenses and research and development expenses, partially offset by a decrease in RL inventory cost including lower losses on purchase commitments.
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Interest and other income (expense), net
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | 2022 vs 2021 % change | 2021 vs 2020 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Interest income, net | $ | 276 | $ | 461 | $ | 672 | (40) | % | (31) | % | |||||||
| Foreign currency exchange losses, net | (81) | (140) | (129) | 42 | % | (9) | % | ||||||||||
| Other income (expense), net | (320) | 210 | (34) | (252) | % | NM | |||||||||||
| Interest and other income (expense), net | $ | (125) | $ | 531 | $ | 509 | (124) | % | 4 | % |
Interest and other income (expense), net in 2022 decreased $656 million, or 124%, compared to 2021. The decrease was mostly due to a decrease in other income (expense), net related to higher unrealized losses recognized for our equity investments and an increase in interest expense recognized on long-term debt.
Provision for income taxes
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | 2022 vs 2021 % change | 2021 vs 2020 % change | |||||||||||||
| (in millions, except percentages) | |||||||||||||||||
| Provision for income taxes | $ | 5,619 | $ | 7,914 | $ | 4,034 | (29) | % | 96 | % | |||||||
| Effective tax rate | 19.5 | % | 16.7 | % | 12.2 | % |
Our provision for income taxes in 2022 decreased $2.29 billion, or 29%, compared to 2021, mostly due to a decrease in income from operations.
Our effective tax rate in 2022 increased compared to 2021, mainly due to an increase in tax shortfalls recognized from share-based compensation and the effect of regulations issued by the U.S. Department of the Treasury in 2022 on foreign tax credits, partially offset by an increase in tax benefits from foreign-derived intangible income.
Effective Tax Rate Items. Our effective tax rate in the future will depend upon the proportion between the following items and income before provision for income taxes: U.S. tax benefits from foreign-derived intangible income, tax effects from share-based compensation, research tax credit, tax effects of integrating intellectual property from acquisitions, settlement of tax contingency items, tax effects of changes in our business, and the effects of changes in tax law.
The accounting for share-based compensation may increase or decrease our effective tax rate based upon the difference between our share-based compensation expense and the deductions taken on our tax return, which depend upon the stock price at the time of employee award vesting. If our stock price remains constant to the January 27, 2023 price, and absent any changes to U.S. tax law, we expect our effective tax rate for the full year 2023 to be in the low twenties. This includes the effects of the mandatory capitalization and amortization of research and development expenses incurred in 2022, as required by the 2017 Tax Cuts and Jobs Act (Tax Act). The mandatory capitalization requirement increased our 2022 cash tax liabilities materially but also decreased our effective tax rate due to increasing the foreign-derived intangible income deduction. If the mandatory capitalization requirement is deferred, our effective tax rate in 2023 could be higher when compared to current law and our cash tax liabilities could be several billion dollars lower.
Integrating intellectual property from acquisitions into our business generally involves intercompany transactions that have the impact of increasing our provision for income taxes. Consequently, our provision for income taxes and our effective tax rate may initially increase in the period of an acquisition and integration. The magnitude of this impact will depend upon the specific type, size, and taxing jurisdictions of the intellectual property as well as the relative contribution to income in subsequent periods.
On August 16, 2022, Congress passed the Inflation Reduction Act of 2022. The key tax provisions applicable to us are a 15% corporate minimum tax on book income and a 1% excise tax on stock repurchases effective January 1, 2023. We do
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not expect these tax law changes to have a material impact on our consolidated financial position; however, we will continue to evaluate their impact as further information becomes available.
Unrecognized Tax Benefits. As of December 31, 2022, we had net uncertain tax positions of $5.49 billion which were accrued as other liabilities. These unrecognized tax benefits were predominantly accrued for uncertainties related to transfer pricing with our foreign subsidiaries, which includes licensing of intellectual property, providing services and other transactions, as well as for uncertainties regarding the utilization of our research tax credits. The ultimate settlement of the liabilities will depend upon resolution of tax audits, litigation, or events that would otherwise change the assessment of such items. Based upon the status of litigation described below and the current status of tax audits in various jurisdictions, we do not anticipate a material change to such amounts within the next 12 months.
See Note 16 — Income Taxes in the notes to consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding income tax contingencies.
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Liquidity and Capital Resources
Our principal sources of liquidity are our cash and cash equivalents, marketable securities, and cash generated from operations. Cash and cash equivalents and marketable securities consist mostly of cash on deposit with banks, investments in money market funds, U.S. government securities, U.S. government agency securities, and investment grade corporate debt securities. Cash and cash equivalents and marketable securities were $40.74 billion as of December 31, 2022, a decrease of $7.26 billion from December 31, 2021. The majority of the decrease was due to $32.04 billion for capital expenditures, including principal payments on finance leases, $27.96 billion repurchases of our Class A common stock, $3.60 billion of taxes paid related to net share settlement of employee restricted stock unit (RSU) awards, and $1.31 billion for acquisitions of businesses and intangible assets. These decreases were partially offset by $50.48 billion of cash generated from operations and $9.92 billion of net proceeds from the issuance of fixed-rate senior notes (the "Notes") in August 2022.
Cash paid for income taxes was $6.41 billion for the year ended December 31, 2022. As of December 31, 2022, our federal net operating loss carryforward was $196 million and our federal tax credit carryforward was $276 million. We anticipate the utilization of most of these net operating losses and credits within the next two years.
Our board of directors has authorized a share repurchase program of our Class A common stock, which commenced in January 2017 and does not have an expiration date. In 2022, we repurchased and subsequently retired 161 million shares of our Class A common stock for an aggregate amount of $27.93 billion. As of December 31, 2022, $10.87 billion remained available and authorized for repurchases. In January 2023, an additional $40 billion of repurchases was authorized under this program.
The following table presents our cash flows (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | ||||||||
| Net cash provided by operating activities | $ | 50,475 | $ | 57,683 | $ | 38,747 | ||||
| Net cash used in investing activities | $ | (28,970) | $ | (7,570) | $ | (30,059) | ||||
| Net cash used in financing activities | $ | (22,136) | $ | (50,728) | $ | (10,292) |
Cash Provided by Operating Activities
Cash provided by operating activities during 2022 mostly consisted of net income adjusted for certain non-cash items, such as $11.99 billion of share-based compensation expense, $8.69 billion of depreciation and amortization, and $3.56 billion of impairment for leases, leasehold improvements, and abandonment charges for data center assets related to our restructuring efforts. The decrease in cash flows from operating activities during 2022 compared to 2021 was mainly due to a decrease in net income as adjusted for the aforementioned non-cash items, partially offset by changes in working capital.
Cash Used in Investing Activities
Cash used in investing activities during 2022 mostly consisted of $31.19 billion of net purchases of property and equipment as we continued to invest in servers, data centers, and network infrastructure, partially offset by $3.53 billion proceeds from net sales and maturities of marketable debt securities. The increase in cash used in investing activities during 2022 compared to 2021 was mostly due to an increase in net purchases of property and equipment, and a decrease in proceeds from net sales and maturities of marketable debt securities.
We anticipate making capital expenditures of approximately $30 billion to $33 billion in 2023.
Cash Used in Financing Activities
Cash used in financing activities during 2022 mostly consisted of $27.96 billion for repurchases of our Class A common stock and $3.60 billion of taxes paid related to net share settlement of RSUs, partially offset by $9.92 billion proceeds from the issuance of the Notes. The decrease in cash used in financing activities during 2022 compared to 2021 was mostly due to a decrease in repurchases of our Class A common stock and proceeds from the issuance of the Notes.
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Free Cash Flow
In addition to other financial measures presented in accordance with U.S. GAAP, we monitor free cash flow (FCF) as a non-GAAP measure to manage our business, make planning decisions, evaluate our performance, and allocate resources. We define FCF as net cash provided by operating activities reduced by net purchases of property and equipment and principal payments on finance leases.
We believe that FCF is one of the key financial indicators of our business performance over the long term and provides useful information regarding how cash provided by operating activities compares to the property and equipment investments required to maintain and grow our business.
We have chosen our definition for FCF because we believe that this methodology can provide useful supplemental information to help investors better understand underlying trends in our business. We use FCF in discussions with our senior management and board of directors.
FCF has limitations as an analytical tool, and you should not consider it in isolation or as a substitute for analysis of other GAAP financial measures, such as net cash provided by operating activities. FCF is not intended to represent our residual cash flow available for discretionary expenses. Some of the limitations of FCF are:
•FCF does not reflect our future contractual commitments; and
•other companies in our industry present similarly titled measures differently than we do, limiting their usefulness as comparative measures.
Management compensates for the inherent limitations associated with using the FCF measure through disclosure of such limitations, presentation of our financial statements in accordance with GAAP, and reconciliation of FCF to the most directly comparable GAAP measure, net cash provided by operating activities, as presented below.
The following is a reconciliation of FCF to the most comparable GAAP measure, net cash provided by operating activities (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2022 | 2021 | 2020 | ||||||||
| Net cash provided by operating activities | $ | 50,475 | $ | 57,683 | $ | 38,747 | ||||
| Purchases of property and equipment, net | (31,186) | (18,567) | (15,115) | |||||||
| Principal payments on finance leases | (850) | (677) | (604) | |||||||
| Free Cash Flow | $ | 18,439 | $ | 38,439 | $ | 23,028 |
Material Cash Requirements
We currently anticipate that our available funds and cash flow from operations and financing activities will be sufficient to meet our operational cash needs and fund our share repurchase program for at least the next 12 months and thereafter for the foreseeable future. We continuously evaluate our liquidity and capital resources, including our access to external capital, to ensure we can finance our future capital requirements.
Leases and Contractual Commitments
Our operating lease obligations mostly include, among others, offices, data centers, colocations, and land. Our finance lease obligations mostly include certain network infrastructure. Our restructuring efforts to sublease, early terminate or abandon several office buildings under operating leases did not materially change our operating lease obligations.
Our contractual commitments are primarily related to our investments in network infrastructure, servers, and consumer hardware products in Reality Labs.
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Long-term Debt
In August 2022, we issued an aggregate of $10.0 billion principal amount of the Notes. The Notes were issued in four series, which mature from 2027 through 2062. Short-term and long-term future interest payments obligations as of December 31, 2022 are $411 million and $7.69 billion, respectively. We intend to use the net proceeds from the offering for general corporate purposes, which may include, but are not limited to, capital expenditures, repurchases of outstanding shares of our common stock, acquisitions, or investments.
Taxes
As of December 31, 2022, we had taxes payable of $1.51 billion related to a one-time transition tax payable incurred as a result of the Tax Act, of which $361 million is due within one year. As permitted by the Tax Act, we will pay the transition tax in annual interest-free installments through 2025. Our other liabilities also include $5.49 billion related to the uncertain tax positions as of December 31, 2022. Due to uncertainties in the timing of the completion of tax audits, the timing of the resolution of these positions is uncertain and we are unable to make a reasonably reliable estimate of the timing of payments.
Contingencies
We are involved in legal proceedings, claims, and regulatory, tax or government inquiries and investigations. We record a liability when we believe that it is both probable that a liability has been incurred, and that the amount can be reasonably estimated. If we determine there is a reasonable possibility that we may incur a loss and the loss or range of loss can be estimated, we disclose the possible loss in the accompanying notes to the consolidated financial statements to the extent material. Significant judgment is required to determine both probability and the estimated amount of loss. Such matters are inherently unpredictable and subject to significant uncertainties, some of which are beyond our control. Should any of these estimates and assumptions change or prove to be incorrect, it could have a material impact on our results of operations, financial position, and cash flows.
See Note 9 — Leases, Note 11 — Long-term Debt, Note 13 — Commitments and Contingencies, and Note 16 — Income Taxes in the notes to the consolidated financial statements included in Part II, Item 8, and "Legal Proceedings" contained in Part I, Item 3 of this Annual Report on Form 10-K for additional information regarding leases and contractual commitments, long-term debt, taxes, and contingencies.
Recently Issued Accounting Pronouncements
For information on recently issued accounting pronouncements, see Note 1 — Summary of Significant Accounting Policies in the accompanying notes to consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
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FY 2021 10-K MD&A
SEC filing source: 0001326801-22-000018.
Item 7.Management's Discussion and Analysis of Financial Condition and Results of Operations
You should read the following discussion of our financial condition and results of operations in conjunction with our consolidated financial statements and the related notes included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K. In addition to our historical consolidated financial information, the following discussion contains forward-looking statements that reflect our plans, estimates, and beliefs. Our actual results could differ materially from those discussed in the forward-looking statements. Factors that could cause or contribute to these differences include those discussed below and elsewhere in this Annual Report on Form 10-K, particularly in Part I, Item 1A, "Risk Factors." For a discussion of limitations in the measurement of certain of our community metrics, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
To supplement our consolidated financial statements, which are prepared and presented in accordance with generally accepted accounting principles in the United States (GAAP), we present revenue on a constant currency basis and free cash flow, which are non-GAAP financial measures. Revenue on a constant currency basis is presented in the section entitled "—Revenue—Foreign Exchange Impact on Revenue." To calculate revenue on a constant currency basis, we translated revenue for the full year 2021 using 2020 monthly exchange rates for our settlement or billing currencies other than the U.S. dollar. For a full description of our free cash flow non-GAAP measure, see the section entitled "—Liquidity and Capital Resources—Free Cash Flow."
These non-GAAP financial measures are not intended to be considered in isolation or as a substitute for, or superior to, financial information prepared and presented in accordance with GAAP. These measures may be different from non‑GAAP financial measures used by other companies, limiting their usefulness for comparison purposes. Moreover, presentation of revenue on a constant currency basis is provided for year-over-year comparison purposes, and investors should be cautioned that the effect of changing foreign currency exchange rates has an actual effect on our operating results. We believe these non-GAAP financial measures provide investors with useful supplemental information about the financial performance of our business, enable comparison of financial results between periods where certain items may vary independent of business performance, and allow for greater transparency with respect to key metrics used by management in operating our business.
Executive Overview of Full Year 2021 Results
Our key community metrics and financial results for 2021 are as follows:
Family of Apps metrics:
•Family daily active people (DAP) was 2.82 billion on average for December 2021, an increase of 8% year-over-year.
•Family monthly active people (MAP) was 3.59 billion as of December 31, 2021, an increase of 9% year-over-year.
•Facebook daily active users (DAUs) were 1.93 billion on average for December 2021, an increase of 5% year-over-year.
•Facebook monthly active users (MAUs) were 2.91 billion as of December 31, 2021, an increase of 4% year-over-year.
•Ad impressions delivered across our Family of Apps increased by 10% year-over-year in 2021, and the average price per ad increased by 24% year-over-year in 2021.
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Consolidated and segment results:
Beginning in the fourth quarter of 2021, we report our financial results based on two reportable segments: Family of Apps (FoA) and Reality Labs (RL). FoA includes Facebook, Instagram, Messenger, WhatsApp, and other services. RL includes our augmented and virtual reality related consumer hardware, software, and content.
| Family of Apps | Reality Labs | Total | |||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Year Ended December 31, | Year-over-Year % Change | Year Ended December 31, | Year-over-Year % Change | Year Ended December 31, | Year-over-Year % Change | ||||||||||||||||||||||||
| 2021 | 2020 | 2021 | 2020 | 2021 | 2020 | ||||||||||||||||||||||||
| (dollars in millions) | |||||||||||||||||||||||||||||
| Revenue | $ | 115,655 | $ | 84,826 | 36% | $ | 2,274 | $ | 1,139 | 100% | $ | 117,929 | $ | 85,965 | 37% | ||||||||||||||
| Costs and expenses | $ | 58,709 | $ | 45,532 | 29% | $ | 12,467 | $ | 7,762 | 61% | $ | 71,176 | $ | 53,294 | 34% | ||||||||||||||
| Income (loss) from operations | $ | 56,946 | $ | 39,294 | 45% | $ | (10,193) | $ | (6,623) | (54)% | $ | 46,753 | $ | 32,671 | 43% | ||||||||||||||
| Operating margin | 49% | 46% | (448)% | (581)% | 40% | 38% |
•Net income was $39.37 billion with diluted earnings per share of $13.77 for the year ended December 31, 2021.
•Capital expenditures, including principal payments on finance leases, were $19.24 billion for the year ended December 31, 2021.
•Effective tax rate was 16.7% for the year ended December 31, 2021.
•Cash and cash equivalents and marketable securities were $48.0 billion as of December 31, 2021.
•Headcount was 71,970 as of December 31, 2021, an increase of 23% year-over-year.
Our mission is to give people the power to build community and bring the world closer together. All of our products, including our apps, share the vision of helping to bring the metaverse to life.
In 2021, we continued to focus on our main revenue growth priorities: (i) helping marketers use our products to connect with consumers where they are and (ii) making our ads more relevant and effective. We also continued to invest based on the following company priorities: (i) continue making progress on the major social issues facing the internet and our company, including privacy, safety, and security; (ii) build new experiences that meaningfully improve people's lives today and set the stage for even bigger improvements in the future; (iii) keep building our business by supporting the millions of businesses that rely on our services to grow and create jobs; and (iv) communicate more transparently about what we're doing and the role our services play in the world.
Our advertising revenue growth in the second half of 2021 was adversely affected by reduced marketer spending as a result of limitations on our ad targeting and measurement tools arising from changes to the iOS operating system. We expect that future advertising revenue growth will continue to be adversely affected by these and other limitations on our ad targeting and measurement tools arising from changes to the regulatory environment and third-party mobile operating systems and browsers.
Our business and results of operations have also been impacted by the COVID-19 pandemic and the preventative measures implemented by authorities from time to time to help limit the spread of the illness, which have caused, and are continuing to cause, business slowdowns or shutdowns in certain affected countries and regions. Beginning in the first quarter of 2020, we experienced significant increases in the size and engagement of our active user base across a number of regions as a result of the COVID-19 pandemic. More recently, we have seen these pandemic-related trends subside, particularly in certain developed markets. We are unable to predict the impact of the pandemic on user growth and engagement with any certainty and these trends may continue to be subject to volatility.
The COVID-19 pandemic has also had a varied impact on the demand for and pricing of our ads from period to period. While we experienced a reduction in demand and a related decline in pricing during the onset of the pandemic, we believe the pandemic subsequently contributed to an acceleration in the growth of online commerce, particularly during the second half of 2020, and we experienced increasing demand for advertising as a result of this trend. More recently, we believe this growth has moderated in many regions, which to some extent adversely affected our advertising revenue growth in the second half of 2021. We may experience reduced advertising demand and related declines in pricing in future periods to the extent this trend continues, which could adversely affect our advertising revenue growth. However, the impact of the
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pandemic on user growth and engagement, the demand for and pricing of our advertising services, as well as on our overall results of operations, remains highly uncertain for the foreseeable future.
User growth and engagement were also impacted by a number of other factors in the second half of 2021. For example, competitive products and services have reduced some users' engagement with our products and services, and in response to competitive pressures, we have introduced new features such as Reels, which is growing in usage but is not currently monetized at the same rate as our feed or Stories products. We also saw a deceleration in our community growth rates as the size of our community continued to increase. In addition, we experienced year-over-year declines in ad impressions delivered in the United States & Canada region. These trends adversely affected advertising revenue growth in the second half of 2021 and we expect will continue to affect our advertising revenue growth in the foreseeable future. Other global and regional business and macroeconomic conditions also have had, and we believe will continue to have, an impact on our user growth and engagement and advertising revenue growth.
We anticipate that additional investments in our data center capacity, servers, network infrastructure, and office facilities, as well as scaling our headcount to support our growth, including in our Reality Labs initiatives, will continue to drive expense growth in 2022. We expect 2022 capital expenditures to be in the range of $29-34 billion and total expenses to be in the range of $90-95 billion. In 2022, we also expect that our year-over-year total expense growth rates may significantly exceed our year-over-year revenue growth rates, which would adversely affect our operating margin and profitability.
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Trends in Our Family Metrics
The numbers for our key Family metrics, our DAP, MAP, and average revenue per person (ARPP), do not include users on our other products unless they would otherwise qualify as DAP or MAP, respectively, based on their other activities on our Family products.
Trends in the number of people in our community affect our revenue and financial results by influencing the number of ads we are able to show, the value of our ads to marketers, the volume of Payments transactions, as well as our expenses and capital expenditures. Substantially all of our daily and monthly active people (as defined below) access our Family products on mobile devices.
•Daily Active People (DAP). We define a daily active person as a registered and logged-in user of Facebook, Instagram, Messenger, and/or WhatsApp (collectively, our "Family" of products) who visited at least one of these Family products through a mobile device application or using a web or mobile browser on a given day. We do not require people to use a common identifier or link their accounts to use multiple products in our Family, and therefore must seek to attribute multiple user accounts within and across products to individual people. Our calculations of DAP rely upon complex techniques, algorithms, and machine learning models that seek to estimate the underlying number of unique people using one or more of these products, including by matching user accounts within an individual product and across multiple products when we believe they are attributable to a single person, and counting such group of accounts as one person. As these techniques and models require significant judgment, are developed based on internal reviews of limited samples of user accounts, and are calibrated against user survey data, there is necessarily some margin of error in our estimates. We view DAP, and DAP as a percentage of MAP, as measures of engagement across our products. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 |
|---|---|---|---|---|---|---|---|---|---|
| DAP/MAP: | 78% | 79% | 79% | 79% | 79% | 79% | 79% | 78% | 79% |
Note: We report the numbers of DAP and MAP as specific amounts, but these numbers are estimates of the numbers of unique people using our products and are subject to statistical variances and errors. While we expect the error margin for these estimates to vary from period to period, we estimate that such margin generally will be approximately 3% of our worldwide MAP. At our scale, it is very difficult to attribute multiple user accounts within and across products to individual people, and it is possible that the actual numbers of unique people using our products may vary significantly from our estimates, potentially beyond our estimated error margins. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K. In the second quarter of 2020, we updated our Family metrics calculations to reflect recent data from a periodic WhatsApp user survey and to incorporate certain methodology improvements, and we estimate such updates contributed an aggregate of approximately 40 million DAP to our reported worldwide DAP in June 2020. In the first quarter of 2021, we updated our Family metrics calculations to maintain calibration of our models against recent user survey data, and we estimate such update contributed an aggregate of approximately 60 million DAP to our reported worldwide DAP in March 2021.
Worldwide DAP increased 8% to 2.82 billion on average during December 2021 from 2.60 billion during December 2020.
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•Monthly Active People (MAP). We define a monthly active person as a registered and logged-in user of one or more Family products who visited at least one of these Family products through a mobile device application or using a web or mobile browser in the last 30 days as of the date of measurement. We do not require people to use a common identifier or link their accounts to use multiple products in our Family, and therefore must seek to attribute multiple user accounts within and across products to individual people. Our calculations of MAP rely upon complex techniques, algorithms, and machine learning models that seek to estimate the underlying number of unique people using one or more of these products, including by matching user accounts within an individual product and across multiple products when we believe they are attributable to a single person, and counting such group of accounts as one person. As these techniques and models require significant judgment, are developed based on internal reviews of limited samples of user accounts, and are calibrated against user survey data, there is necessarily some margin of error in our estimates. We view MAP as a measure of the size of our global active community of people using our products. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K.
Note: We report the numbers of DAP and MAP as specific amounts, but these numbers are estimates of the numbers of unique people using our products and are subject to statistical variances and errors. While we expect the error margin for these estimates to vary from period to period, we estimate that such margin generally will be approximately 3% of our worldwide MAP. At our scale, it is very difficult to attribute multiple user accounts within and across products to individual people, and it is possible that the actual numbers of unique people using our products may vary significantly from our estimates, potentially beyond our estimated error margins. For additional information, see the section entitled "Limitations of Key Metrics and Other Data" in this Annual Report on Form 10-K. In the second quarter of 2020, we updated our Family metrics calculations to reflect recent data from a periodic WhatsApp user survey and to incorporate certain methodology improvements, and we estimate such updates contributed an aggregate of approximately 50 million MAP to our reported worldwide MAP in June 2020. In the first quarter of 2021, we updated our Family metrics calculations to maintain calibration of our models against recent user survey data, and we estimate such update contributed an aggregate of approximately 70 million MAP to our reported worldwide MAP in March 2021.
As of December 31, 2021, we had 3.59 billion MAP, an increase of 9% from 3.30 billion as of December 31, 2020.
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•Average Revenue Per Person (ARPP). We define ARPP as our total revenue during a given quarter, divided by the average of the number of MAP at the beginning and end of the quarter. While ARPP includes all sources of revenue, the number of MAP used in this calculation only includes users of our Family products as described in the definition of MAP above. We estimate that the share of revenue from users who are not also MAP was not material.
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 | Column 12 | Column 13 | Column 14 | Column 15 | Column 16 | Column 17 | Column 18 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ARPP: | $7.38 | $6.03 | $6.10 | $6.76 | $8.62 | $7.75 | $8.36 | $8.18 | $9.39 |
Note: Non-advertising revenue includes RL revenue generated from the delivery of consumer hardware products and FoA Other revenue, which consists of net fees we receive from developers using our Payments infrastructure and revenue from various other sources.
Our annual worldwide ARPP in 2021, which represents the sum of quarterly ARPP during such period, was $33.68, an increase of 22% from 2020.
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Trends in Our Facebook User Metrics
The numbers for our key Facebook metrics, our DAUs, MAUs, and average revenue per user (ARPU), do not include users on Instagram, WhatsApp, or our other products, unless they would otherwise qualify as DAUs or MAUs, respectively, based on their other activities on Facebook.
Trends in the number of users affect our revenue and financial results by influencing the number of ads we are able to show, the value of our ads to marketers, the volume of Payments transactions, as well as our expenses and capital expenditures. Substantially all of our daily and monthly active users (as defined below) access Facebook on mobile devices.
•Daily Active Users (DAUs). We define a daily active user as a registered and logged-in Facebook user who visited Facebook through our website or a mobile device, or used our Messenger application (and is also a registered Facebook user), on a given day. We view DAUs, and DAUs as a percentage of MAUs, as measures of user engagement on Facebook.
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 |
|---|---|---|---|---|---|---|---|---|---|
| DAU/MAU: | 66% | 67% | 66% | 66% | 66% | 66% | 66% | 66% | 66% |
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 | Column 12 | Column 13 | Column 14 | Column 15 | Column 16 | Column 17 | Column 18 | Column 19 | Column 20 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DAU/MAU: | 77% | 77% | 77% | 77% | 76% | 75% | 75% | 75% | 74% | DAU/MAU: | 75% | 75% | 74% | 74% | 74% | 73% | 73% | 73% | 72% |
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 | Column 12 | Column 13 | Column 14 | Column 15 | Column 16 | Column 17 | Column 18 | Column 19 | Column 20 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DAU/MAU: | 62% | 62% | 61% | 62% | 62% | 62% | 62% | 63% | 63% | DAU/MAU: | 65% | 65% | 65% | 65% | 65% | 65% | 65% | 66% | 65% |
Note: For purposes of reporting DAUs, MAUs, and ARPU by geographic region, Europe includes all users in Russia and Turkey and Rest of World includes all users in Africa, Latin America, and the Middle East.
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Worldwide DAUs increased 5% to 1.93 billion on average during December 2021 from 1.84 billion during December 2020. Users in India, Bangladesh, and Vietnam represented the top three sources of growth in DAUs during December 2021, relative to the same period in 2020.
•Monthly Active Users (MAUs). We define a monthly active user as a registered and logged-in Facebook user who visited Facebook through our website or a mobile device, or used our Messenger application (and is also a registered Facebook user), in the last 30 days as of the date of measurement. MAUs are a measure of the size of our global active user community on Facebook.
As of December 31, 2021, we had 2.91 billion MAUs, an increase of 4% from December 31, 2020. Users in India, Vietnam, and Bangladesh represented the top three sources of growth in 2021, relative to the same period in 2020.
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Trends in Our Monetization by Facebook User Geography
We calculate our revenue by user geography based on our estimate of the geography in which ad impressions are delivered, virtual and digital goods are purchased, or consumer hardware products are shipped. We define ARPU as our total revenue in a given geography during a given quarter, divided by the average of the number of MAUs in the geography at the beginning and end of the quarter. While ARPU includes all sources of revenue, the number of MAUs used in this calculation only includes users of Facebook and Messenger as described in the definition of MAU above. While the share of revenue from users who are not also Facebook or Messenger MAUs has grown over time, we estimate that revenue from users who are Facebook or Messenger MAUs represents the substantial majority of our total revenue. See "Average Revenue Per Person (ARPP)" above for our estimates of trends in our monetization of our Family products. The geography of our users affects our revenue and financial results because we currently monetize users in different geographies at different average rates. Our revenue and ARPU in regions such as United States & Canada and Europe are relatively higher primarily due to the size and maturity of those online and mobile advertising markets. For example, ARPU in 2021 in the United States & Canada region was more than 12 times higher than in the Asia-Pacific region.
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 | Column 12 | Column 13 | Column 14 | Column 15 | Column 16 | Column 17 | Column 18 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ARPU: | $8.52 | $6.95 | $7.05 | $7.89 | $10.14 | $9.27 | $10.12 | $10.00 | $11.57 |
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 | Column 12 | Column 13 | Column 14 | Column 15 | Column 16 | Column 17 | Column 18 | Column 19 | Column 20 | Column 21 | Column 22 | Column 23 | Column 24 | Column 25 | Column 26 | Column 27 | Column 28 | Column 29 | Column 30 | Column 31 | Column 32 | Column 33 | Column 34 | Column 35 | Column 36 | Column 37 | Column 38 | Column 39 | Column 40 | Column 41 | Column 42 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ARPU: | $ | 41.41 | $ | 34.18 | $ | 36.49 | $ | 39.63 | $ | 53.56 | $ | 48.03 | $ | 53.01 | $ | 52.34 | $ | 60.57 | ARPU: | $13.21 | $10.64 | $11.03 | $12.41 | $16.87 | $15.49 | $17.23 | $ | 16.50 | $ | 19.68 |
| Column 1 | Column 2 | Column 3 | Column 4 | Column 5 | Column 6 | Column 7 | Column 8 | Column 9 | Column 10 | Column 11 | Column 12 | Column 13 | Column 14 | Column 15 | Column 16 | Column 17 | Column 18 | Column 19 | Column 20 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ARPU: | $3.57 | $3.06 | $2.99 | $3.67 | $4.05 | $3.94 | $4.16 | $4.30 | $4.89 | ARPU: | $2.48 | $1.99 | $1.78 | $2.22 | $2.77 | $2.64 | $3.05 | $3.14 | $3.43 |
Note: Non-advertising revenue includes RL revenue generated from the delivery of consumer hardware products and FoA Other revenue, which consists of net fees we receive from developers using our Payments infrastructure and revenue from various other sources.
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Our revenue by user geography in the charts above is geographically apportioned based on our estimation of the geographic location of our users when they perform a revenue-generating activity. This allocation differs from our revenue disaggregated by geography disclosure in Note 2 — Revenue in our consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplemental Data" where revenue is geographically apportioned based on the addresses of our customers.
Our annual worldwide ARPU in 2021, which represents the sum of quarterly ARPU during such period, was $40.96, an increase of 28% from 2020. For 2021, ARPU increased by 40% in Rest of World, 35% in Europe, 31% in the United States & Canada, and 26% in Asia‑Pacific, as compared with 2020. In addition, user growth was more rapid in geographies with relatively lower ARPU, such as Asia‑Pacific and Rest of World. We expect that user growth in the future will be primarily concentrated in those regions where ARPU is relatively lower, such that worldwide ARPU may continue to increase at a slower rate relative to ARPU in any geographic region, or potentially decrease even if ARPU increases in each geographic region.
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Critical Accounting Policies and Estimates
Our consolidated financial statements are prepared in accordance with U.S. GAAP. The preparation of these consolidated financial statements requires us to make estimates and assumptions that affect the reported amounts of assets, liabilities, revenue, costs and expenses, and related disclosures. On an ongoing basis, we evaluate our estimates and assumptions based on historical experience and on various other assumptions that we believe are reasonable under the circumstances. Our actual results could differ from these estimates under different assumptions or conditions.
An accounting policy is deemed to be critical if the nature of the estimates or assumptions is material due to the levels of subjectivity and judgment necessary to account for highly uncertain matters or the susceptibility of such matters to change, and the impact of the estimates and assumptions on our consolidated financial statements is material. We believe that the assumptions and estimates associated with gross vs. net in revenue recognition, valuation of equity investments, income taxes, loss contingencies, and valuation of long-lived assets including goodwill, intangible assets, and property and equipment, and their associated estimated useful lives, when applicable, have the greatest potential impact on our consolidated financial statements. Therefore, we consider these to be our critical accounting policies and estimates. For further information on all of our significant accounting policies, see Note 1 — Summary of Significant Accounting Policies in the accompanying notes to consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
Gross vs. Net in Revenue Recognition
For revenue generated from arrangements that involve third parties, there is significant judgment in evaluating whether we are the principal, and report revenue on a gross basis, or the agent, and report revenue on a net basis. In this assessment, we consider if we obtain control of the specified goods or services before they are transferred to the customer, as well as other indicators such as the party primarily responsible for fulfillment, inventory risk, and discretion in establishing price. The assessment of whether we are considered the principal or the agent in a transaction could impact our revenue and cost of revenue recognized on the consolidated statements of income.
Valuation of Equity Investments
For our equity securities without readily determinable fair values accounted for using the measurement alternative, determining whether an equity security issued by the same issuer is similar to the equity security we hold may require judgment in (a) assessment of differences in rights and obligations associated with the instruments such as voting rights, distribution rights and preferences, and conversion features, and (b) adjustments to the observable price for differences such as, but not limited to, rights and obligations, control premium, liquidity, or principal or most advantageous markets. In addition, the identification of observable transactions will depend on the timely reporting of these transactions from our investee companies, which may occur in a period subsequent to when the transactions take place. Therefore, our fair value adjustment for these observable transactions may occur in a period subsequent to when the transaction actually occurred. For equity investments, we perform a qualitative assessment at each reporting date to determine whether there are triggering events for impairment. The qualitative assessment considers factors such as, but not limited to, the investee's financial condition and business outlook; industry and sector performance; regulatory, economic or technological environment; operational and financing cash flows; and other relevant events and factors affecting the investee. When indicators of impairment exist, we estimate the fair value of our equity investments using the market approach and/or the income approach and recognize impairment loss in the consolidated statements of income if the estimated fair value is less than the carrying value. Estimating fair value requires judgment and use of estimates such as discount rates, forecast cash flows, holding period, and market data of comparable companies, among others.
Income Taxes
We are subject to income taxes in the United States and numerous foreign jurisdictions. Significant judgment is required in determining our provision for income taxes and income tax assets and liabilities, including evaluating uncertainties in the application of accounting principles and complex tax laws.
We recognize tax benefits from uncertain tax positions only if we believe that it is more likely than not that the tax position will be sustained on examination by the taxing authorities based on the technical merits of the position. These uncertain tax positions include our estimates for transfer pricing that have been developed based upon analyses of appropriate
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arms-length prices. Similarly, our estimates related to uncertain tax positions concerning research and development tax credits are based on an assessment of whether our available documentation corroborating the nature of our activities supporting the tax credits will be sufficient. Although we believe that we have adequately reserved for our uncertain tax positions (including net interest and penalties), we can provide no assurance that the final tax outcome of these matters will not be materially different. We make adjustments to these reserves in accordance with the income tax accounting guidance when facts and circumstances change, such as the closing of a tax audit or the refinement of an estimate. To the extent that the final tax outcome of these matters is different from the amounts recorded, such differences will affect the provision for income taxes in the period in which such determination is made, and could have a material impact on our financial condition and operating results.
Loss Contingencies
We are involved in legal proceedings, claims, and regulatory, tax or government inquiries and investigations that arise in the ordinary course of business. Certain of these matters include speculative claims for substantial or indeterminate amounts of damages. Additionally, we are required to comply with various legal and regulatory obligations around the world, and we regularly become subject to new laws and regulations in the jurisdictions in which we operate. The requirements for complying with these obligations may be uncertain and subject to interpretation and enforcement by regulatory and other authorities, and any failure to comply with such obligations could eventually lead to asserted legal or regulatory action. With respect to these matters, asserted and unasserted, we evaluate the associated developments on a regular basis and accrue a liability when we believe that it is both probable that a loss has been incurred and the amount can be reasonably estimated. If we determine there is a reasonable possibility that we may incur a loss and the loss or range of loss can be reasonably estimated, we disclose the possible loss in the accompanying notes to the consolidated financial statements to the extent material.
We review the developments in our contingencies that could affect the amount of the provisions that have been previously recorded, and the matters and related reasonably possible losses disclosed. We make adjustments to our provisions and changes to our disclosures accordingly to reflect the merits of our defenses and the impact of negotiations, settlements, regulatory proceedings, rulings, advice of legal counsel, and updated information. Significant judgment is required to determine the probability of loss and the estimated amount of loss, including when and if the probability and estimate has changed for asserted and unasserted matters. Certain factors, in particular, have resulted in significant changes to these estimates and judgments in prior quarters based on updated information available. For example, in certain jurisdictions where we operate, fines and penalties may be the result of new laws and preliminary interpretations regarding the basis of assessing damages, which may make it difficult to estimate what such fines and penalties would amount to if successfully asserted against us. In addition, certain government inquiries and investigations, such as matters before our lead European Union privacy regulator, the IDPC, are subject to review by other regulatory bodies before decisions are finalized, which can lead to significant changes in the outcome of an inquiry. As a result of these and other factors, we reasonably expect that our estimates and judgments with respect to our contingencies may continue to be revised in future quarters.
The ultimate outcome of these matters, such as whether the likelihood of loss is remote, reasonably possible, or probable or if and when the reasonably possible range of loss is estimable, is inherently uncertain. Therefore, if one or more of these matters were resolved against us for amounts in excess of management's estimates of losses, our results of operations and financial condition, including in a particular reporting period in which any such outcome becomes probable and estimable, could be materially adversely affected. See Note 11 — Commitments and Contingencies and Note 14 — Income Taxes of the accompanying notes to our consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" and Part I, Item 3, "Legal Proceedings" of this Annual Report on Form 10-K for additional information regarding these contingencies.
Valuation of Long-lived Assets including Goodwill, Intangible Assets, and Property and Equipment and Estimated Useful Lives
We allocate the fair value of purchase consideration to the tangible assets acquired, liabilities assumed, and intangible assets acquired based on their estimated fair values. The excess of the fair value of purchase consideration over the fair values of these identifiable assets and liabilities is recorded as goodwill to reporting units based on the expected benefit from the business combination. Such valuations require management to make significant estimates and assumptions, especially with respect to intangible assets. Significant estimates in valuing certain intangible assets include, but are not limited to, estimated replacement costs and future expected cash flows from acquired users, acquired technology, acquired patents, and trade names from a market participant perspective, useful lives, and discount rates. Management's estimates of fair value are based
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upon assumptions believed to be reasonable, but which are inherently uncertain and unpredictable and, as a result, actual results may differ from estimates. Allocation of purchase consideration to identifiable assets and liabilities affects our amortization expense, as acquired finite-lived intangible assets are amortized over the useful life, whereas any indefinite-lived intangible assets, including goodwill, are not amortized. During the measurement period, which is not to exceed one year from the acquisition date, we may record adjustments to the assets acquired and liabilities assumed, with the corresponding offset to goodwill. Upon the conclusion of the measurement period, any subsequent adjustments are recorded to earnings.
Goodwill is tested for impairment at the reporting unit level annually or more frequently if events or changes in circumstances would more likely than not reduce the fair value of a reporting unit below its carrying value. We have two reporting units subject to goodwill impairment testing. As of December 31, 2021, no impairment of goodwill has been identified.
Long-lived assets, including property and equipment and finite-lived intangible assets are reviewed for possible impairment whenever events or circumstances indicate that the carrying amount of such assets may not be recoverable. The evaluation is performed at the lowest level for which identifiable cash flows are largely independent of the cash flows of other assets and liabilities. Recoverability of these assets is measured by a comparison of the carrying amounts to the future undiscounted cash flows the assets are expected to generate from the use and eventual disposition. If such review indicates that the carrying amount of property and equipment and intangible assets is not recoverable, the carrying amount of such assets is reduced to fair value. We have not recorded any material impairment charges during the years presented.
The useful lives of our long-lived assets including property and equipment and finite-lived intangible assets are determined by management when those assets are initially recognized and are routinely reviewed for the remaining estimated useful lives. The current estimate of useful lives represents our best estimate based on current facts and circumstances, but may differ from the actual useful lives due to changes in future circumstances such as changes to our business operations, changes in the planned use of assets, and technological advancements. When we change the estimated useful life assumption for any asset, the remaining carrying amount of the asset is accounted for prospectively and depreciated or amortized over the revised estimated useful life.
In connection with our periodic reviews of the estimated useful lives of property and equipment, we extended the estimated average useful lives of our server and network assets category. The effect of the 2021 change was a reduction in depreciation expense of $620 million and an increase in net income of $516 million, or $0.18 per diluted share. The impact from the changes in our estimates was calculated based on the asset bases existing as of the effective dates of the changes and applying the revised useful lives prospectively. See Note 1 — Summary of Significant Accounting Policies in the accompanying notes to consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K, for additional information regarding changes in the estimated useful lives of our property and equipment.
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Components of Results of Operations
Revenue
Family of Apps (FoA)
Advertising. We generate substantially all of our revenue from advertising. Our advertising revenue is generated by displaying ad products on Facebook, Instagram, Messenger, and third-party affiliated websites or mobile applications. Marketers pay for ad products either directly or through their relationships with advertising agencies or resellers, based on the number of impressions delivered or the number of actions, such as clicks, taken by users.
We recognize revenue from the display of impression-based ads in the contracted period in which the impressions are delivered. Impressions are considered delivered when an ad is displayed to a user. We recognize revenue from the delivery of action-based ads in the period in which a user takes the action the marketer contracted for. The number of ads we show is subject to methodological changes as we continue to evolve our ads business and the structure of our ads products. We calculate price per ad as total advertising revenue divided by the number of ads delivered, representing the effective price paid per impression by a marketer regardless of their desired objective such as impression or action. For advertising revenue arrangements where we are not the principal, we recognize revenue on a net basis.
Other revenue. Other revenue consists of net fees we receive from developers using our Payments infrastructure and revenue from various other sources.
Reality Labs (RL)
RL revenue is generated from the delivery of consumer hardware products, such as Meta Quest, Facebook Portal, and wearables, and related software and content.
Cost of Revenue and Operating Expenses
Cost of revenue. Our cost of revenue consists primarily of expenses associated with the delivery and distribution of our products. These include expenses related to the operation of our data centers and technical infrastructure, such as depreciation expense from servers, network infrastructure and buildings, as well as payroll and related expenses which include share-based compensation for employees on our operations teams, and energy and bandwidth costs. Cost of revenue also includes costs associated with partner arrangements, including traffic acquisition costs and credit card and other fees related to processing customer transactions; RL cost of products sold; and content costs.
Research and development. Research and development expenses consist primarily of payroll and related expenses which include share-based compensation, facilities-related costs for employees on our engineering and technical teams who are responsible for developing new products as well as improving existing products, and professional services.
Marketing and sales. Marketing and sales expenses consist primarily of marketing and promotional expenses and payroll and related expenses which include share-based compensation for our employees engaged in sales, sales support, marketing, business development, and customer service functions. Our marketing and sales expenses also include professional services such as content reviewers to support our community and product operations.
General and administrative. General and administrative expenses consist primarily of legal-related costs, which include accruals for estimated fines, settlements, or other losses in connection with legal and related matters, as well as other legal fees; payroll and related expenses which include share-based compensation for certain of our executives as well as our legal, finance, human resources, corporate communications and policy, and other administrative employees; other taxes, such as digital services taxes, other tax levies, and gross receipts taxes; and professional services.
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Results of Operations
In this section, we discuss the results of our operations for the year ended December 31, 2021 compared to the year ended December 31, 2020. For a discussion of the year ended December 31, 2020 compared to the year ended December 31, 2019, please refer to Part II, Item 7, "Management's Discussion and Analysis of Financial Condition and Results of Operations" in our Annual Report on Form 10-K for the year ended December 31, 2020.
The following table sets forth our consolidated statements of income data (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | ||||||||
| Revenue | $ | 117,929 | $ | 85,965 | $ | 70,697 | ||||
| Costs and expenses: | ||||||||||
| Cost of revenue | 22,649 | 16,692 | 12,770 | |||||||
| Research and development | 24,655 | 18,447 | 13,600 | |||||||
| Marketing and sales | 14,043 | 11,591 | 9,876 | |||||||
| General and administrative | 9,829 | 6,564 | 10,465 | |||||||
| Total costs and expenses | 71,176 | 53,294 | 46,711 | |||||||
| Income from operations | 46,753 | 32,671 | 23,986 | |||||||
| Interest and other income, net | 531 | 509 | 826 | |||||||
| Income before provision for income taxes | 47,284 | 33,180 | 24,812 | |||||||
| Provision for income taxes | 7,914 | 4,034 | 6,327 | |||||||
| Net income | $ | 39,370 | $ | 29,146 | $ | 18,485 |
The following table sets forth our consolidated statements of income data (as a percentage of revenue)(1):
| Year Ended December 31, | ||||||||
|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | ||||||
| Revenue | 100 | % | 100 | % | 100 | % | ||
| Costs and expenses: | ||||||||
| Cost of revenue | 19 | 19 | 18 | |||||
| Research and development | 21 | 21 | 19 | |||||
| Marketing and sales | 12 | 13 | 14 | |||||
| General and administrative | 8 | 8 | 15 | |||||
| Total costs and expenses | 60 | 62 | 66 | |||||
| Income from operations | 40 | 38 | 34 | |||||
| Interest and other income, net | — | 1 | 1 | |||||
| Income before provision for income taxes | 40 | 39 | 35 | |||||
| Provision for income taxes | 7 | 5 | 9 | |||||
| Net income | 33 | % | 34 | % | 26 | % |
_________________________
(1)Percentages have been rounded for presentation purposes and may differ from unrounded results.
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Share-based compensation expense included in costs and expenses (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | ||||||||
| Cost of revenue | $ | 577 | $ | 447 | $ | 377 | ||||
| Research and development | 7,106 | 4,918 | 3,488 | |||||||
| Marketing and sales | 837 | 691 | 569 | |||||||
| General and administrative | 644 | 480 | 402 | |||||||
| Total share-based compensation expense | $ | 9,164 | $ | 6,536 | $ | 4,836 |
Share-based compensation expense included in costs and expenses (as a percentage of revenue)(1):
| Year Ended December 31, | ||||||||
|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | ||||||
| Cost of revenue | — | % | 1 | % | 1 | % | ||
| Research and development | 6 | 6 | 5 | |||||
| Marketing and sales | 1 | 1 | 1 | |||||
| General and administrative | 1 | 1 | 1 | |||||
| Total share-based compensation expense | 8 | % | 8 | % | 7 | % |
_________________________
(1)Percentages have been rounded for presentation purposes and may differ from unrounded results.
Revenue
The following table sets forth our revenue by segment. For comparative purposes, amounts in prior periods have been recast:
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | 2021 vs 2020 % Change | 2020 vs 2019 % Change | |||||||||||||
| (dollars in millions) | |||||||||||||||||
| Advertising | $ | 114,934 | $ | 84,169 | $ | 69,655 | 37 | % | 21 | % | |||||||
| Other revenue | 721 | 657 | 541 | 10 | % | 21 | % | ||||||||||
| Family of Apps | 115,655 | 84,826 | 70,196 | 36 | % | 21 | % | ||||||||||
| Reality Labs | 2,274 | 1,139 | 501 | 100 | % | 127 | % | ||||||||||
| Total revenue | $ | 117,929 | $ | 85,965 | $ | 70,697 | 37 | % | 22 | % |
Family of Apps
FoA revenue in 2021 increased $30.83 billion, or 36%, compared to 2020. The increase was mostly driven by an increase in advertising revenue.
Advertising
Advertising revenue in 2021 increased $30.76 billion, or 37%, compared to 2020 as a result of increases in both the average price per ad and the number of ads delivered. In 2021, the average price per ad increased by 24%, as compared with a decrease of approximately 10% in 2020. The increase in average price per ad in 2021 was mainly caused by a recovery from declines in advertising demand in the first two quarters of 2020, due to the onset of the COVID-19 pandemic. Additionally, overall advertising demand increased, as compared to 2020, across our ad products and in all regions in part due to the continued growth of online commerce. In 2021, the number of ads delivered increased by 10%, as compared with an approximate 34% increase in 2020. The increase in the ads delivered in 2021 was driven by increases in users and the number and frequency of ads displayed across our products. We anticipate that future advertising revenue growth will be driven by a combination of price and the number of ads delivered.
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Reality Labs
RL revenue increased $1.14 billion, or 100%, from 2020 to 2021, and $638 million, or 127%, from 2019 to 2020. The increases in both periods were mostly driven by increases in the volume of our consumer hardware products sold.
Revenue Seasonality and Customer Concentration
Revenue is traditionally seasonally strong in the fourth quarter of each year due in part to seasonal holiday demand. We believe that this seasonality in both advertising revenue and RL consumer hardware sales affects our quarterly results, which generally reflect significant growth in revenue between the third and fourth quarters and a decline between the fourth and subsequent first quarters. For instance, our total revenue increased 16%, 31%, and 19% between the third and fourth quarters of 2021, 2020, and 2019, respectively, while total revenue for the first quarters of 2021, 2020, and 2019 declined 7%, 16%, and 11% compared to the fourth quarters of 2020, 2019, and 2018, respectively. We note the decline in total revenue in the first quarter of 2020 was exacerbated by the non-seasonal impact of the onset of the COVID-19 pandemic.
No customer represented 10% or more of total revenue during the years ended December 31, 2021, 2020, and 2019.
Foreign Exchange Impact on Revenue
The general weakening of the U.S. dollar relative to certain foreign currencies in the full year 2021 compared to the same period in 2020 had a favorable impact on revenue. If we had translated revenue for the full year 2021 using the prior year's monthly exchange rates for our settlement or billing currencies other than the U.S. dollar, our total revenue and advertising revenue would have been $116.29 billion and $113.31 billion, respectively. Using these constant rates, total revenue and advertising revenue would have been $1.64 billion and $1.62 billion lower than actual total revenue and advertising revenue, respectively, for the full year 2021. Using the same constant rates, full year 2021 total revenue and advertising revenue would have been $30.32 billion and $29.15 billion, respectively, higher than actual total revenue and advertising revenue for the full year 2020.
Cost of revenue
| Year Ended December 31, | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | 2021 vs 2020 % Change | 2020 vs 2019 % Change | ||||||||||||
| (dollars in millions) | ||||||||||||||||
| Cost of revenue | $ | 22,649 | $ | 16,692 | $ | 12,770 | 36 | % | 31% | |||||||
| Percentage of revenue | 19% | 19% | 18% |
Cost of revenue in 2021 increased $5.96 billion, or 36%, compared to 2020. The majority of the increase was due to an increase in Reality Labs cost of products sold and an increase in operational expenses related to our data centers and technical infrastructure, partially offset by a decrease in the depreciation growth rate mostly due to increases in the useful lives of servers and network assets. To a lesser extent, costs associated with partner arrangements, including traffic acquisition and payment processing costs, also increased.
See Note 1 — Summary of Significant Accounting Policies in the notes to the consolidated financial statements included in Part II, Item 8 of this Annual Report on Form 10-K for additional information regarding changes in the estimated useful lives of our servers and network assets.
In 2022, we anticipate that cost of revenue will increase as we continue to expand our data center capacity and technical infrastructure to support user growth and engagement and the delivery of new products and services, and, to a lesser extent, due to higher content costs.
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Research and development
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | 2021 vs 2020 % Change | 2020 vs 2019 % Change | |||||||||||||
| (dollars in millions) | |||||||||||||||||
| Research and development | $ | 24,655 | $ | 18,447 | $ | 13,600 | 34 | % | 36 | % | |||||||
| Percentage of revenue | 21% | 21% | 19% |
Research and development expenses in 2021 increased $6.21 billion, or 34%, compared to 2020. The increase was primarily due to an increase in payroll and related expenses as a result of a 30% growth in employee headcount from December 31, 2020 to December 31, 2021 in engineering and other technical functions supporting our continued investment in our family of products and Reality Labs. To a lesser extent, Realty Labs technology development costs also increased.
In 2022, we plan to continue to hire software engineers and other technical employees, and to increase our investment to support our research and development initiatives in our family of products and in Reality Labs.
Marketing and sales
| Year Ended December 31, | ||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | 2021 vs 2020 % Change | 2020 vs 2019 % Change | ||||||||||||
| (dollars in millions) | ||||||||||||||||
| Marketing and sales | $ | 14,043 | $ | 11,591 | $ | 9,876 | 21 | % | 17% | |||||||
| Percentage of revenue | 12% | 13% | 14% |
Marketing and sales expenses in 2021 increased $2.45 billion, or 21%, compared to 2020. The increase was primarily due to increases in marketing and promotional expenses, payroll and related expenses, and product and community operations expenses. Our payroll and related expenses increased as a result of a 9% increase in employee headcount from December 31, 2020 to December 31, 2021 in our marketing and sales functions.
In 2022, we plan to continue the hiring of marketing and sales employees to support our marketing, sales, and partnership efforts, and we anticipate marketing expenses will increase.
General and administrative
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | 2021 vs 2020 % Change | 2020 vs 2019 % Change | |||||||||||||
| (dollars in millions) | |||||||||||||||||
| Legal accrual related to FTC settlement | $ | — | $ | — | $ | 5,000 | NM | NM | |||||||||
| Other general and administrative | 9,829 | 6,564 | 5,465 | 50 | % | 20 | % | ||||||||||
| General and administrative | $ | 9,829 | $ | 6,564 | $ | 10,465 | 50 | % | (37) | % | |||||||
| Percentage of revenue | 8% | 8% | 15% |
General and administrative expenses in 2021 increased $3.27 billion, or 50%, compared to 2020. The increase was primarily due to increases in legal-related costs and payroll and related expenses. Our payroll and related expenses increased as a result of a 25% increase in employee headcount from December 31, 2020 to December 31, 2021 in our general and administrative functions.
See Note 11 — Commitments and Contingencies in the notes to our consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" and Part I, Item 3, "Legal Proceedings" of this Annual Report on Form 10-K for additional information regarding estimated fines, settlements, or other losses in connection with legal-related costs.
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In 2022, we plan to continue to increase general and administrative expenses to support overall company growth. We may also incur significant discrete charges such as legal-related accruals and settlement costs in general and administrative expenses.
Segment profitability
The following table sets forth income (loss) from operations by segment. For comparative purposes, amounts in prior periods have been recast:
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | 2021 vs 2020 % Change | 2020 vs 2019 % Change | |||||||||||||
| (dollars in millions) | |||||||||||||||||
| Family of Apps | $ | 56,946 | $ | 39,294 | $ | 28,489 | 45 | % | 38 | % | |||||||
| Reality Labs | (10,193) | (6,623) | (4,503) | (54) | % | (47) | % | ||||||||||
| Total income from operations | $ | 46,753 | $ | 32,671 | $ | 23,986 | 43 | % | 36 | % |
Family of Apps
FoA income from operations in 2021 increased $17.65 billion, or 45%, compared to 2020. The increase was due to the growth in advertising revenue partially offset by an increase in costs and expenses, the majority of which was due to an increase in payroll and related expenses as a result of higher employee headcount, higher legal-related costs, and increases in costs related to our data centers and technical infrastructure.
FoA income from operations in 2020 increased $10.81 billion, or 38%, compared to 2019. The increase was due to the growth in advertising revenue and a one-time $5.0 billion FTC settlement accrual recorded in 2019, partially offset by an increase in costs and expenses, the majority of which was due to an increase in payroll and related expenses as a result of higher employee headcount, increases in costs related to our data centers and technical infrastructure, and higher marketing and promotional expenses.
Reality Labs
RL loss from operations in 2021 increased $3.57 billion, or 54%, compared to 2020, and in 2020 increased $2.12 billion, or 47%, compared to 2019. The majority of the increases in loss from operations in both periods were driven by increases in payroll and related expenses primarily due to the growth in RL research and development headcount and higher gross losses from increases in volume of consumer hardware sales.
Interest and other income, net
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | 2021 vs 2020 % Change | 2020 vs 2019 % Change | |||||||||||||
| (dollars in millions) | |||||||||||||||||
| Interest income, net | $ | 461 | $ | 672 | $ | 904 | (31) | % | (26) | % | |||||||
| Foreign currency exchange losses, net | (140) | (129) | (105) | (9) | % | (23) | % | ||||||||||
| Other income (expense), net | 210 | (34) | 27 | NM | NM | ||||||||||||
| Interest and other income, net | $ | 531 | $ | 509 | $ | 826 | 4 | % | (38) | % |
Interest and other income, net in 2021 increased $22 million, or 4%, compared to 2020. The increase was due to an increase in other income from net unrealized gains recognized for our equity investments, partially offset by a decrease in interest income as a result of lower interest rates compared to 2020.
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Provision for income taxes
| Year Ended December 31, | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | 2021 vs 2020 % Change | 2020 vs 2019 % Change | |||||||||||||
| (dollars in millions) | |||||||||||||||||
| Provision for income taxes | $ | 7,914 | $ | 4,034 | $ | 6,327 | 96 | % | (36) | % | |||||||
| Effective tax rate | 16.7% | 12.2% | 25.5% |
Our provision for income taxes in 2021 increased $3.88 billion, or 96%, compared to 2020, primarily due to an increase in income from operations and the effects of the tax election described below.
Our effective tax rate in 2021 increased compared to 2020, mostly due to the effects of the tax election described below and tax effects of a shift in jurisdictional mix of earnings.
In the third quarter of 2020, as part of finalizing our U.S. income tax return, we elected to capitalize and amortize certain research and development expenses for U.S. income tax purposes. As a result, we recorded a total of $1.07 billion income tax benefit for the year ended December 31, 2020.
Effective Tax Rate Items. Our effective tax rate in the future will depend upon the proportion between the following items and income before provision for income taxes: U.S. tax benefits from foreign-derived intangible income, tax effects from share-based compensation, tax effects of integrating intellectual property from acquisitions, settlement of tax contingency items, tax effects of changes in our business, and the effects of changes in tax law.
The accounting for share-based compensation may increase or decrease our effective tax rate based upon the difference between our share-based compensation expense and the deductions taken on our tax return, which depend upon the stock price at the time of employee award vesting. If our stock price remains constant to the January 28, 2022 price, and absent U.S. tax legislation changes and other one-time events, we expect our effective tax rate for the full year 2022 to be similar to the effective tax rate for the full year 2021. This includes the effects of the mandatory capitalization and amortization of research and development expenses starting in 2022, as required by the 2017 Tax Cuts and Jobs Act (Tax Act). The mandatory capitalization requirement increases our cash tax liabilities but also decreases our effective tax rate due to increasing the foreign-derived intangible income deduction. If the mandatory capitalization requirement is deferred, our effective tax rate in 2022 could be a few percentage points higher when compared to current law and our cash tax liabilities could be several billion dollars lower.
Integrating intellectual property from acquisitions into our business generally involves intercompany transactions that have the impact of increasing our provision for income taxes. Consequently, our provision for income taxes and our effective tax rate may initially increase in the period of an acquisition and integration. The magnitude of this impact will depend upon the specific type, size, and taxing jurisdictions of the intellectual property as well as the relative contribution to income in subsequent periods.
See Note 14 — Income Taxes in the notes to consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K for additional information regarding income tax contingencies.
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Liquidity and Capital Resources
Our principal sources of liquidity are our cash and cash equivalents, marketable securities, and cash generated from operations. Cash and cash equivalents and marketable securities consist mostly of cash on deposit with banks, investments in money market funds, investments in U.S. government securities, U.S. government agency securities, and investment grade corporate debt securities. Cash and cash equivalents and marketable securities were $48.0 billion as of December 31, 2021, a decrease of $13.96 billion from December 31, 2020. The decrease was primarily due to $44.54 billion for repurchases of our Class A common stock, $19.24 billion for capital expenditures, including principal payments on finance leases, and $5.51 billion of taxes paid related to net share settlement of employee restricted stock units (RSU) awards, offset by $57.68 billion of cash generated from operations for the year ended December 31, 2021.
Cash paid for income taxes was $8.52 billion for the year ended December 31, 2021. As of December 31, 2021, our federal net operating loss carryforward was $10.61 billion and our federal tax credit carryforward was $527 million. We anticipate the utilization of a significant portion of these net operating losses and credits within the next two years.
Our board of directors has authorized a share repurchase program of our Class A common stock, which commenced in January 2017 and does not have an expiration date. In 2021, we repurchased and subsequently retired 136 million shares of our Class A common stock for $44.81 billion. As of December 31, 2021, $38.79 billion remained available and authorized for repurchases.
As of December 31, 2021, $10.61 billion of the $48.0 billion in cash and cash equivalents and marketable securities was held by our foreign subsidiaries. The Tax Act imposed a mandatory transition tax on accumulated foreign earnings and eliminated U.S. taxes on foreign subsidiary distributions. As a result, earnings in foreign jurisdictions are available for distribution to the U.S. without incremental U.S. taxes.
We currently anticipate that our available funds and cash flow from operations will be sufficient to meet our operational cash needs and fund our share repurchase program for at least the next 12 months and thereafter for the foreseeable future.
The following table presents our cash flows (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | ||||||||
| Net cash provided by operating activities | $ | 57,683 | $ | 38,747 | $ | 36,314 | ||||
| Net cash used in investing activities | $ | (7,570) | $ | (30,059) | $ | (19,864) | ||||
| Net cash used in financing activities | $ | (50,728) | $ | (10,292) | $ | (7,299) |
Cash Provided by Operating Activities
Cash provided by operating activities during 2021 mostly consisted of $39.37 billion net income adjusted for certain non-cash items, including $9.16 billion of share-based compensation expense and $7.97 billion of depreciation and amortization. The increase in cash flow from operating activities during 2021 compared to 2020 was primarily due to higher net income as adjusted for certain non-cash items, such as share-based compensation expense and deferred income taxes, partially offset by changes in working capital.
Cash Used in Investing Activities
Cash used in investing activities during 2021 primarily consisted of $18.57 billion of purchases of property and equipment as we continued to invest in data centers, servers, office facilities, and network infrastructure offset by $12.18 billion of net sales and maturities of marketable securities. The decrease in cash used in investing activities during 2021 compared to 2020 was mostly due to decreases in net purchases of marketable securities and equity investments, partially offset by an increase in purchases of property and equipment.
We anticipate making capital expenditures of approximately $29 billion to $34 billion in 2022.
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Cash Used in Financing Activities
Cash used in financing activities during 2021 mostly consisted of $44.54 billion for repurchases of our Class A common stock and $5.51 billion of taxes paid related to net share settlement of RSUs. The increase in cash used in financing activities during 2021 compared to 2020 was mostly due to the increase in repurchases of our Class A common stock.
Free Cash Flow
In addition to other financial measures presented in accordance with U.S. GAAP, we monitor free cash flow (FCF) as a non-GAAP measure to manage our business, make planning decisions, evaluate our performance, and allocate resources. We define FCF as net cash provided by operating activities reduced by net purchases of property and equipment and principal payments on finance leases.
We believe that FCF is one of the key financial indicators of our business performance over the long term and provides useful information regarding how cash provided by operating activities compares to the property and equipment investments required to maintain and grow our business.
We have chosen our definition for FCF because we believe that this methodology can provide useful supplemental information to help investors better understand underlying trends in our business. We use FCF in discussions with our senior management and board of directors.
FCF has limitations as an analytical tool, and you should not consider it in isolation or as a substitute for analysis of other GAAP financial measures, such as net cash provided by operating activities. FCF is not intended to represent our residual cash flow available for discretionary expenses. Some of the limitations of FCF are:
•FCF does not reflect our future contractual commitments; and
•other companies in our industry present similarly titled measures differently than we do, limiting their usefulness as comparative measures.
Management compensates for the inherent limitations associated with using the FCF measure through disclosure of such limitations, presentation of our financial statements in accordance with GAAP, and reconciliation of FCF to the most directly comparable GAAP measure, net cash provided by operating activities, as presented below.
The following is a reconciliation of FCF to the most comparable GAAP measure, net cash provided by operating activities (in millions):
| Year Ended December 31, | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| 2021 | 2020 | 2019 | ||||||||
| Net cash provided by operating activities | $ | 57,683 | $ | 38,747 | $ | 36,314 | ||||
| Less: Purchases of property and equipment | (18,567) | (15,115) | (15,102) | |||||||
| Less: Principal payments on finance leases | (677) | (604) | (552) | |||||||
| Free cash flow | $ | 38,439 | $ | 23,028 | $ | 20,660 |
Off-Balance Sheet Arrangements
As of December 31, 2021, we did not have any off-balance sheet arrangements that are reasonably likely to have a material current or future effect on our financial condition, results of operations, liquidity, capital expenditures, or capital resources.
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Contractual Obligations
Our principal commitments consist mostly of obligations under operating leases and other contractual commitments. Our operating lease obligations mostly include among others, certain of our offices, data centers, colocations and land. Our other contractual commitments are primarily related to our investments in servers, network infrastructure and Reality Labs. The following table summarizes our commitments to settle contractual obligations in cash as of December 31, 2021 (in millions):
| Payment Due by Period | ||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total | 2022 | 2023-2024 | 2025-2026 | Thereafter | ||||||||||||||
| Operating lease obligations, including imputed interest(1) | $ | 25,410 | $ | 1,559 | $ | 3,966 | $ | 3,837 | $ | 16,048 | ||||||||
| Finance lease obligations, including imputed interest(1) | 2,303 | 678 | 603 | 322 | 700 | |||||||||||||
| Transition tax payable | 1,537 | — | 848 | 689 | — | |||||||||||||
| Other contractual commitments | 23,080 | 14,502 | 5,426 | 609 | 2,543 | |||||||||||||
| Total contractual obligations | $ | 52,330 | $ | 16,739 | $ | 10,843 | $ | 5,457 | $ | 19,291 |
_________________________
(1)Includes variable lease payments that were fixed subsequent to lease commencement or modification.
Additionally, as part of the normal course of business, we may also enter into multi-year agreements to purchase renewable energy that do not specify a fixed or minimum volume commitment or to purchase certain server components that do not specify a fixed or minimum price commitment. These agreements are generally entered into in order to secure either volume or price. Using projected market prices or expected volume consumption, the total estimated spend is approximately $8.06 billion. The ultimate spend under these agreements may vary and will be based on prevailing market prices or actual volume purchased.
Our other liabilities also include $4.40 billion related to the uncertain tax positions as of December 31, 2021. Due to uncertainties in the timing of the completion of tax audits, the timing of the resolution of these positions is uncertain and we are unable to make a reasonably reliable estimate of the timing of payments in individual years beyond 12 months. As a result, this amount is not included in the above contractual obligations table.
Contingencies
We are involved in legal proceedings, claims, and regulatory, tax or government inquiries and investigations. We record a liability when we believe that it is both probable that a liability has been incurred, and that the amount can be reasonably estimated. If we determine there is a reasonable possibility that we may incur a loss and the loss or range of loss can be estimated, we disclose the possible loss in the accompanying notes to the consolidated financial statements to the extent material. Significant judgment is required to determine both probability and the estimated amount of loss. Such matters are inherently unpredictable and subject to significant uncertainties, some of which are beyond our control. Should any of these estimates and assumptions change or prove to be incorrect, it could have a material impact on our results of operations, financial position, and cash flows.
See Note 11 — Commitments and Contingencies and Note 14 — Income Taxes in the notes to our consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" and Part I, Item 3, "Legal Proceedings" of this Annual Report on Form 10-K for additional information regarding contingencies.
Recently Issued Accounting Pronouncements
For further information on recently issued accounting pronouncements, see Note 1 — Summary of Significant Accounting Policies in the accompanying notes to consolidated financial statements included in Part II, Item 8, "Financial Statements and Supplementary Data" of this Annual Report on Form 10-K.
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