AI tools · dataset
Generative AI Statistics 2026
About 61% of U.S. adults aged 18 to 64 used generative AI in mid-2026, according to the St. Louis Fed's Real-Time Population Survey, against 33% of EU adults in 2025 per Eurostat. Business use is lower: the Census Bureau put the share of U.S. firms using AI at 19.8% in May 2026, and Eurostat put EU enterprises at 20% in 2025. The Stanford AI Index reports that private AI investment grew 127.5% in 2025, with generative AI taking nearly half.
Share of U.S. adults aged 18 to 64 using generative AI, 2024 to 2026
Real-Time Population Survey (Bick, Blandin and Deming), any use for work or personal purposes, quarterly. Values shown to one decimal place.
table
| Q3 2024 | 44.6% |
|---|---|
| Q4 2024 | 46.3% |
| Q1 2025 | 47.9% |
| Q2 2025 | 51.8% |
| Q3 2025 | 54.5% |
| Q4 2025 | 56% |
| Q1 2026 | 57.5% |
| Q2 2026 | 61.7% |
| Q3 2026 | 60.8% |
- Figures
- 50
- Publishers
- 13
- Official or research
- 74%
- Data from 2025 or later
- 90%
- Quotes re-checked
- 55/55
- Updated
- November 4, 2026
Key facts
- 60.8%60.8% of U.S. adults aged 18 to 64 used generative AI for work, personal use or both in the third quarter of 2026, according to the Real-Time Population Survey published by the St. Louis Fed.Federal Reserve Bank of St. Louis · 2026
- 32.7%32.7% of people aged 16 to 74 in the EU used generative AI tools in 2025, while the share among 16 to 24 year olds was 63.8%.Eurostat · 2025
- 19.8%19.8% of U.S. businesses used AI in a business function in the two weeks to May 3, 2026, according to the Census Bureau.U.S. Census Bureau · 2026
- 19.95%19.95% of EU enterprises with ten or more employees used AI technologies in 2025.Eurostat · 2025
- 15%15% of U.S. employees used AI daily in their role in May 2026, 30% a few times a week or more, and 52% a few times a year or more.Gallup · 2026
- 127.5%Global private AI investment grew 127.5% in 2025, and generative AI investment grew more than 200%, taking nearly half of all private AI funding.Stanford Institute for Human-Centered AI · 2025
- 945 TWhThe IEA projects global data centre electricity consumption will more than double to around 945 TWh by 2030.International Energy Agency · 2030
- 60%60% of U.S. adults would be uncomfortable with their doctor using AI for tasks such as diagnoses and treatment, double the 30% who would be comfortable.Pew Research Center · 2026
Analysis
This page tracks the spread of generative AI across people, workplaces and the economy: how many adults and businesses use it, how often workers rely on it, what productivity studies have measured, how much money and electricity it absorbs, and what the public thinks of it. Most figures cover the United States and the European Union in 2025 and 2026, with global figures from the Stanford AI Index and the International Energy Agency. Chatbot user counts for individual products are on our AI chatbot statistics page.
Individual use has grown faster than business use. The Real-Time Population Survey published by the St. Louis Fed found that 60.8% of U.S. adults aged 18 to 64 used generative AI in the third quarter of 2026, up from 44.6% two years earlier, and the Federal Reserve Board put work use at about 41% of employed adults in November 2025. In the EU, Eurostat counted 32.7% of people aged 16 to 74 using generative AI tools in 2025, with 63.8% of 16 to 24 year olds. Stanford's AI Index notes that generative AI reached 53% adoption in three years, faster than the personal computer or the internet.
Firm-level surveys show a different picture. The Census Bureau's Business Trends and Outlook Survey put the share of U.S. businesses using AI at 19.8% in May 2026, rising to 37% among firms with at least 250 employees. Eurostat found 19.95% of EU enterprises with ten or more employees used AI in 2025, and 55.03% of large ones. Weighting by employment changes the answer: the Federal Reserve Board cites a business survey in which 78% of the labor force works at firms that have adopted AI. Most small firms have not started, while most large employers have.
At work, use is widespread but often light. Gallup found that 52% of U.S. employees used AI at least a few times a year in May 2026, but only 15% used it daily, with technology (42%) and finance (27%) far ahead of other industries. Productivity estimates vary with method: the AI Index cites study gains of 14% to 15% in customer support and 26% in software development, and Anthropic's model-based estimate from Claude.ai conversations puts time savings per task at about 80%. Self-reported savings are smaller: the St. Louis Fed estimated that generative AI users saved 5.4% of their work hours in late 2024, or 1.4% across all workers.
The cost side is large and rising. Stanford reports private AI investment grew 127.5% in 2025, and Alphabet guided to $175 billion to $185 billion of capital spending for 2026. The International Energy Agency projects data centre electricity use will more than double to about 945 TWh by 2030. Public opinion is cautious: Pew Research Center found in February 2026 that roughly two-thirds of U.S. adults think AI is advancing too quickly, and 60% would be uncomfortable with their doctor using AI for diagnoses and treatment.
How many people use generative AI
The U.S. and EU figures measure different things. The St. Louis Fed's Real-Time Population Survey asks adults aged 18 to 64 whether they use generative AI at all, while Eurostat asks people aged 16 to 74 about use in the previous three months, which pulls in more older non-users. Both show the same structure: use is highest among the young and the highly educated, and the gap between countries is wide. Stanford's cross-country estimate places the U.S. lower than its investment lead would suggest.
| # | Value | Statistic | Source | Year |
|---|---|---|---|---|
| 1 | 60.8% | 60.8% of U.S. adults aged 18 to 64 used generative AI for work, personal use or both in the third quarter of 2026, according to the Real-Time Population Survey published by the St. Louis Fed.quote2026-04-01 61.7802431014 2026-07-01 60.8064849529 | Federal Reserve Bank of St. LouisGenerative Artificial Intelligence, Adoption Rate Overall: Working-Age Adults (RPSGENAIUSAGESHAREALL), FRED data as updated 2026-10-20Oct 2026 | 2026 |
| 2 | 41 percent | About 41% of employed U.S. adults reported using generative AI for work in November 2025, according to Real-Time Population Survey data analyzed by the Federal Reserve Board.quoteWork-related Generative AI adoption reported by individuals in the Real-Time Population Survey stands at about 41 percent as of November, with the strongest growth occurring in the most recent quarter. | Federal Reserve BoardMonitoring AI Adoption in the U.S. Economy (FEDS Notes)Apr 2026 | 2025 |
| 3 | 32.7% | 32.7% of people aged 16 to 74 in the EU used generative AI tools in 2025, while the share among 16 to 24 year olds was 63.8%.quoteIn 2025, 63.8% of young people aged 16-24 in the EU used generative artificial intelligence (AI) tools. This share is nearly twice as high as the share of people in general population who used these tools (32.7% of those aged 16-74). | Eurostat64% of 16-24-year-olds used AI in 2025Feb 2026 | 2025 |
| 4 | 7% | Only 7% of EU residents aged 65 to 74 used generative AI tools in 2025.quotePeople aged 16 to 24 were the biggest users of AI (64%), and the share of users decreased steadily with age, standing at only 7% for people aged 65 to 74. | EurostatUse of artificial intelligence by individuals (Statistics Explained)Apr 2026 | 2025 |
| 5 | 48% | Denmark had the highest share of generative AI users in the EU in 2025 at 48%, followed by Estonia and Malta (both 47%) and Finland (46%).quoteIn the EU, Denmark (48%), Estonia and Malta (both 47%), and Finland (46%) had the highest proportion of individuals using generative AI. | EurostatUse of artificial intelligence by individuals (Statistics Explained)Apr 2026 | 2025 |
| 6 | 49% | 49% of EU adults with a high level of formal education used generative AI tools in 2025, compared with 22% of those with little or no formal education.quotePeople with a high level of formal education were most likely to use generative AI tools (49%), followed by those with a medium level of education (26%). | EurostatUse of artificial intelligence by individuals (Statistics Explained)Apr 2026 | 2025 |
| 7 | 35% | Men in the EU used generative AI slightly more than women in 2025, at 35% compared with 30%.quoteAccording to the survey, gender is less of a predictor of generative AI use, but men do use it slightly more than women (35% vs 30%). | EurostatUse of artificial intelligence by individuals (Statistics Explained)Apr 2026 | 2025 |
| 8 | 64% | 64% of EU non-users said in 2025 that the main reason they had not used generative AI was that they did not feel the need.quoteWhen asked why they hadn’t used these tools, most non-users said the main reason was that they simply didn’t feel the need to (64%). | EurostatUse of artificial intelligence by individuals (Statistics Explained)Apr 2026 | 2025 |
| 9 | 53% | Generative AI reached 53% adoption within three years of becoming widely available, faster than the personal computer or the internet, according to the Stanford AI Index.quoteGenerative AI reached 53% adoption in three years, faster than the personal computer or the internet. | Stanford Institute for Human-Centered AIAI Index Report 2026: EconomyApr 2026 | 2025 |
| 10 | 28.3% | In the Stanford AI Index cross-country comparison, the United States ranked 24th for generative AI adoption at 28.3%, while the United Arab Emirates reached 64% and Singapore 61%.quoteDespite its lead in AI investment and model development, the United States ranks 24th at 28.3%. | Stanford Institute for Human-Centered AIAI Index Report 2026: EconomyApr 2026 | 2025 |
Business adoption of AI
Official business surveys count firms, and most firms are small, which keeps headline rates near one in five in both the U.S. and the EU. Large firms adopt at two to three times the average rate, and information, finance and professional services lead every survey. Consultancy and employer surveys that sample larger organizations report much higher figures, such as the 88% cited by Stanford, so the choice of sample explains most of the gap between sources. The Census Bureau changed its question in late 2025, which raised measured adoption.
Share of EU enterprises using AI by size, 2025
EU enterprises with 10 or more employees, excluding the financial sector, 2025.
table
| Small (10 to 49 employees) | 17% |
|---|---|
| Medium (50 to 249) | 30.4% |
| Large (250 or more) | 55% |
| # | Value | Statistic | Source | Year |
|---|---|---|---|---|
| 11 | 19.8% | 19.8% of U.S. businesses used AI in a business function in the two weeks to May 3, 2026, according to the Census Bureau.quoteAs of May 3, 2026, the AI use rates in the Information (39.7%) and Finance and Insurance (33.9%) sectors were both higher than the national rate (19.8%) but neither reported significant shifts since December. | U.S. Census BureauLarge Firms With at Least 20 Employees Biggest AI UsersMay 2026 | 2026 |
| 12 | 37% | 37% of U.S. firms with at least 250 employees reported using AI in their business operations in spring 2026.quoteFor example, 37% of firms with at least 250 employees reported using AI in their business operations. | U.S. Census BureauLarge Firms With at Least 20 Employees Biggest AI UsersMay 2026 | 2026 |
| 13 | 39.7% | The Information sector had the highest AI use rate among U.S. businesses in May 2026 at 39.7%, followed by Finance and Insurance at 33.9%.quoteAs of May 3, 2026, the AI use rates in the Information (39.7%) and Finance and Insurance (33.9%) sectors were both higher than the national rate (19.8%) but neither reported significant shifts since December. | U.S. Census BureauLarge Firms With at Least 20 Employees Biggest AI UsersMay 2026 | 2026 |
| 14 | 78% | Weighted by employment, 78% of the U.S. labor force worked at firms that had adopted AI in late 2025, and about 54% at firms using large language models.quoteAdditionally, a November iteration of the Survey of Business Uncertainty, which targets senior leaders at U.S. firms, estimates that 78 percent of the labor force works at firms that have adopted AI, and about 54 percent works at firms that use LLMs. | Federal Reserve BoardMonitoring AI Adoption in the U.S. Economy (FEDS Notes)Apr 2026 | 2025 |
| 15 | 19.95% | 19.95% of EU enterprises with ten or more employees used AI technologies in 2025.quoteIn 2025, 19.95% of EU enterprises used AI technologies. | EurostatUse of artificial intelligence in enterprises (Statistics Explained)Dec 2025 | 2025 |
| 16 | 55.03% | 55.03% of large EU enterprises used AI in 2025, compared with 30.36% of medium and 17% of small enterprises.quoteIn 2025, 17% of small enterprises, 30.36% of medium enterprises and 55.03% of large enterprises used AI. | EurostatUse of artificial intelligence in enterprises (Statistics Explained)Dec 2025 | 2025 |
| 17 | 42.03% | Enterprise AI use in 2025 ranged from 42.03% in Denmark to 5.21% in Romania.quoteThe highest share was recorded in Denmark (42.03%), followed by Finland (37.82%) and Sweden (35.04%), while the lowest shares were recorded in Romania (5.21%), Poland (8.36%) and Bulgaria (8.55%). | EurostatUse of artificial intelligence in enterprises (Statistics Explained)Dec 2025 | 2025 |
| 18 | 62.52% | 62.52% of EU enterprises in the information and communication sector used AI in 2025, the highest of any sector.quoteIn 2025, the information and communication sector (with 62.52%) and professional, scientific and technical service activities (with 40.43%) stood out with the highest share of enterprises that used AI. | EurostatUse of artificial intelligence in enterprises (Statistics Explained)Dec 2025 | 2025 |
| 19 | 70.89% | Among EU enterprises that had considered AI but did not use it in 2025, 70.89% cited a lack of relevant expertise.quoteIn 2025, among EU enterprises who had ever considered using AI technologies, the most common reason for not using AI technologies was the lack of relevant expertise (70.89%), followed by lack of clarity about the legal consequences (52.52%), and concerns regarding violation of data protection and privacy (48.83%). | EurostatUse of artificial intelligence in enterprises (Statistics Explained)Dec 2025 | 2025 |
| 20 | 70% | Generative AI was used in at least one business function at 70% of organizations surveyed for the 2026 AI Index, and some form of AI at 88%.quoteGenerative AI is now used in at least one business function at 70% of organizations, and China and Europe posted the highest year-over-year increases. | Stanford Institute for Human-Centered AIAI Index Report 2026: EconomyApr 2026 | 2025 |
Generative AI at work
Most workers have tried AI, but fewer than one in six uses it daily, according to Gallup. Use clusters in technology, finance and professional services, where tasks are text-heavy and measurable. Survey estimates of work use range from about 41% (Real-Time Population Survey) to 52% (Gallup, including occasional users), largely because of question wording and frequency thresholds. Time-savings estimates are self-reported and small when spread across all workers.
Daily AI use at work by industry, U.S. employees, 2026
Share of U.S. employees who use AI daily in their role, May 2026. The last two bars show the range across seven other industries.
- Technology42%
- Finance27%
- Professional services22%
- Other industries (highest)15%
- Other industries (lowest)9%
table
| Technology | 42% |
|---|---|
| Finance | 27% |
| Professional services | 22% |
| Other industries (highest) | 15% |
| Other industries (lowest) | 9% |
| # | Value | Statistic | Source | Year |
|---|---|---|---|---|
| 21 | 15% | 15% of U.S. employees used AI daily in their role in May 2026, 30% a few times a week or more, and 52% a few times a year or more.quoteAs of May 2026, 15% of U.S. employees use AI daily in their role, 30% use it a few times a week or more, and 52% use it a few times a year or more. | GallupIndicator: Artificial Intelligence (archived 2026-10-26)Apr 2026 | 2026 |
| 22 | 42% | 42% of U.S. technology workers used AI daily in May 2026, compared with 9% to 15% in industries outside technology, finance and professional services.quoteThree sectors clearly lead the pack — technology (42%), finance (27%) and professional services (22%) — while daily use across the remaining seven industries ranges from 9% to 15%. | GallupIndicator: Artificial Intelligence (archived 2026-10-26)Apr 2026 | 2026 |
| 23 | 63% | Work-related generative AI adoption was highest in finance (63%) and professional services (62%) in late 2025, according to Real-Time Population Survey data cited by the Federal Reserve Board.quoteIn line with the BTOS, the right panel of figure 4 shows that work-related GenAI adoption reported in the RPS is highest in the financial (63 percent) and professional services (62 percent) sectors. | Federal Reserve BoardMonitoring AI Adoption in the U.S. Economy (FEDS Notes)Apr 2026 | 2025 |
| 24 | 58% | 58% of employees worldwide reported using AI at work on a semiregular or regular basis in 2025, and more than 80% in India, China, Nigeria, the UAE, Egypt and Saudi Arabia.quoteIn 2025, 58% of employees globally reported using AI at work on a semiregular or regular basis, but in India, China, Nigeria, the United Arab Emirates, Egypt, and Saudi Arabia, the share exceeded 80%. | Stanford Institute for Human-Centered AIAI Index Report 2026: Public OpinionApr 2026 | 2025 |
| 25 | 5.4% | U.S. workers who used generative AI saved an average of 5.4% of their work hours in November 2024, about 2.2 hours for a 40-hour week.quoteWe found an average time savings of 5.4% of work hours in the November 2024 survey. | Federal Reserve Bank of St. LouisThe Impact of Generative AI on Work ProductivityFeb 2025 | 2024 |
| 26 | 1.4% | Across all U.S. workers, including non-users, generative AI saved 1.4% of total work hours in late 2024.quoteWhen we factor in all workers, including nonusers, workers saved 1.4% of total hours because of generative AI. | Federal Reserve Bank of St. LouisThe Impact of Generative AI on Work ProductivityFeb 2025 | 2024 |
| 27 | 50 million | GitHub Copilot, Microsoft's AI coding assistant, had 50 million users in July 2026.quoteWhen it comes to developers, GitHub Copilot now has 50 million users. | MicrosoftEarnings Release FY26 Q4: earnings call transcriptJul 2026 | 2026 |
Productivity and jobs
Controlled studies summarized by the Stanford AI Index find the largest gains in structured work with clear output measures. Anthropic's estimates come from a model judging how long tasks in real conversations would take, which is a different and less direct method, and Anthropic notes they may overstate current effects. Labor market effects so far show up in hiring of young workers in exposed occupations rather than in overall employment, and public expectations of job losses run well ahead of measured data.
| # | Value | Statistic | Source | Year |
|---|---|---|---|---|
| 28 | 80% | Across 100,000 Claude.ai conversations analyzed in 2025, Anthropic's model estimated that AI cut task completion time by about 80%; these are model estimates, not measured times.quoteAcross one hundred thousand real world conversations, Claude estimates that AI reduces task completion time by 80%. | AnthropicEstimating AI productivity gains from Claude conversationsNov 2025 | 2025 |
| 29 | 1.8% | Anthropic estimated that current AI models could raise annual U.S. labor productivity growth by 1.8% over the next decade, an extrapolation it says may overstate current effects.quoteExtrapolating these results to the economy, current generation AI models could increase annual US labor productivity growth by 1.8% over the next decade. | AnthropicEstimating AI productivity gains from Claude conversationsNov 2025 | 2025 |
| 30 | 26% | Studies reviewed by the Stanford AI Index report AI productivity gains of 14% to 15% in customer support, 26% in software development and 50% in marketing output.quoteStudies report gains of 14% to 15% in customer support, 26% in software development, and 50% in marketing output. | Stanford Institute for Human-Centered AIAI Index Report 2026: EconomyApr 2026 | 2025 |
| 31 | 20% | Employment of U.S. software developers aged 22 to 25 fell nearly 20% from 2024, according to the Stanford AI Index.quoteEmployment for software developers ages 22 to 25 has fallen nearly 20% from 2024. | Stanford Institute for Human-Centered AIAI Index Report 2026: EconomyApr 2026 | 2025 |
| 32 | 6.3% | For each 1-point increase in an occupation's AI exposure score, U.S. men's employment grew by 6.3% while women's barely changed (0.2%).quoteThis analysis finds that for each 1-point increase in an occupation’s AI exposure score, men’s employment grew by 6.3%, while women’s employment barely changed (0.2%). | Pew Research CenterMen are experiencing more job growth than women in AI-exposed occupationsOct 2026 | 2026 |
| 33 | 64% | 64% of Americans expect AI to lead to fewer jobs over the next 20 years, while only 5% expect more.quoteNearly two-thirds of Americans (64%) expect AI to lead to fewer jobs over the next 20 years, while only 5% expect more. | Stanford Institute for Human-Centered AIAI Index Report 2026: Public OpinionApr 2026 | 2025 |
Investment, compute and consumer value
Money is flowing into generative AI faster than into any earlier software category, and most of it is concentrated in the United States. Spending on data centres and chips is now measured in hundreds of billions of dollars a year per company. Unit costs are falling quickly, which is one reason usage keeps rising while most consumer tools stay free. Consumer surplus estimates try to capture value that does not show up in revenue.
| # | Value | Statistic | Source | Year |
|---|---|---|---|---|
| 34 | 127.5% | Global private AI investment grew 127.5% in 2025, and generative AI investment grew more than 200%, taking nearly half of all private AI funding.quotePrivate investment grew fastest at 127.5% and now accounts for 60% of the total. Generative AI led the surge, growing more than 200% and capturing nearly half of all private AI funding. | Stanford Institute for Human-Centered AIAI Index Report 2026: EconomyApr 2026 | 2025 |
| 35 | 23 times | The United States committed 23 times more private AI investment than China in 2025.quoteThe United States continues to lead in global private AI investment, committing 23 times more than China. | Stanford Institute for Human-Centered AIAI Index Report 2026: EconomyApr 2026 | 2025 |
| 36 | $172 billion | The estimated U.S. consumer surplus from generative AI reached $172 billion a year by early 2026, up from $112 billion a year earlier.quoteEstimated U.S. consumer surplus reached $172 billion annually by early 2026, up from $112 billion a year earlier, with the median value per user tripling over the same period. | Stanford Institute for Human-Centered AIAI Index Report 2026: EconomyApr 2026 | 2026 |
| 37 | $110 billion | OpenAI announced $110 billion in new investment at a $730 billion pre-money valuation in February 2026.quoteToday we’re announcing $110B in new investment at a $730B pre-money valuation. | OpenAIScaling AI for everyoneFeb 2026 | 2026 |
| 38 | $175 billion | Alphabet expected 2026 capital expenditures of $175 billion to $185 billion, driven by demand for AI computing.quoteTo meet customer demand and capitalize on the growing opportunities ahead of us, our 2026 CapEx investments are anticipated to be in the range of $175 to $185 billion. | AlphabetQ4 2025 earnings call: Remarks from our CEOFeb 2026 | 2026 |
| 39 | 78% | Google cut the unit cost of serving its Gemini models by 78% over 2025.quoteAs we scale, we’re getting dramatically more efficient: we were able to lower Gemini serving unit costs by 78% over 2025 through model optimizations, efficiency and utilization improvements. | AlphabetQ4 2025 earnings call: Remarks from our CEOFeb 2026 | 2025 |
| 40 | 32 billion | Google's first-party model APIs processed nearly 32 billion tokens per minute in the third quarter of 2026, more than four times the level a year earlier.quoteOur first-party model APIs are now processing nearly 32 billion tokens per minute — 40% more than last quarter and more than four times what we processed a year ago. | AlphabetQ3 2026 earnings call: Remarks from our CEOOct 2026 | 2026 |
Electricity demand from data centres
The IEA's estimates cover all data centres, not only AI workloads, but AI is the main driver of projected growth. Data centres are still a small share of world electricity use, yet demand is concentrated in a few countries and grid locations, which is where the strain shows. The 2030 projection is a base case, and the IEA's own range is wide.
Share of global data centre electricity use by region, 2024
IEA estimates for all data centres, 2024. The remaining 15% is spread across other regions.
table
| United States | 45% |
|---|---|
| China | 25% |
| Europe | 15% |
| # | Value | Statistic | Source | Year |
|---|---|---|---|---|
| 41 | 415 TWh | Data centres used about 415 TWh of electricity in 2024, around 1.5% of world electricity consumption.quoteData centres accounted for around 1.5% of the world’s electricity consumption in 2024, or 415 terawatt-hours (TWh). | International Energy AgencyEnergy and AI: Executive summaryApr 2025 | 2024 |
| 42 | 945 TWh | The IEA projects global data centre electricity consumption will more than double to around 945 TWh by 2030.quoteData centre electricity consumption is set to more than double to around 945 TWh by 2030. | International Energy AgencyEnergy and AI: Executive summaryApr 2025 | 2030 |
| 43 | 45% | The United States accounted for 45% of global data centre electricity use in 2024, China for 25% and Europe for 15%.quoteThe United States accounted for the largest share of global data centre electricity consumption in 2024 (45%), followed by China (25%) and Europe (15%). | International Energy AgencyEnergy and AI: Executive summaryApr 2025 | 2024 |
| 44 | 12% | Data centre electricity use has grown by about 12% a year since 2017, more than four times faster than total electricity consumption.quoteGlobally, data centre electricity consumption has grown by around 12% per year since 2017, more than four times faster than the rate of total electricity consumption. | International Energy AgencyEnergy and AI: Executive summaryApr 2025 | 2024 |
| 45 | 20% | Around 20% of planned data centre projects could face delays because of grid constraints, the IEA estimates.quoteSmarter is faster when it comes to integrating data centres in electricity grids Electricity grids are already under strain in many places: we estimate that unless these risks are addressed, around 20% of planned data centre projects could be at risk of delays. | International Energy AgencyEnergy and AI: Executive summaryApr 2025 | 2025 |
Public opinion on AI
Americans use AI more each year but remain more worried than enthusiastic. Pew's 2026 surveys find about two-thirds of adults think AI is moving too fast (see the chart below), more people expecting harm than benefit, and majority discomfort with AI in medical care. Global surveys compiled by Stanford show more optimism outside the U.S., with Americans reporting the lowest trust in their own government to regulate AI of any country surveyed.
How U.S. adults rate the pace of AI development, 2026
U.S. adults, survey conducted Feb. 17 to 23, 2026.
- Too quickly63%
- About the right pace19%
- Not sure16%
- Too slowly2%
table
| Too quickly | 63% |
|---|---|
| About the right pace | 19% |
| Not sure | 16% |
| Too slowly | 2% |
| # | Value | Statistic | Source | Year |
|---|---|---|---|---|
| 46 | 31% | 31% of U.S. adults expected AI to have a negative effect on them personally over the next 20 years in February 2026, while about a quarter expected a positive one.quoteWhile 31% expect AI to have a negative effect on them personally over the next two decades, about a quarter believe it will have a positive impact. | Pew Research CenterAmericans and AI 2026: Chatbots, Smart Devices and Views on ImpactJun 2026 | 2026 |
| 47 | 60% | 60% of U.S. adults would be uncomfortable with their doctor using AI for tasks such as diagnoses and treatment, double the 30% who would be comfortable.quoteA majority (60%) is uncomfortable with AI being used for healthcare tasks like diagnoses and treatments, double the share who says they’re comfortable (30%). | Pew Research CenterAmericans Are Open to AI in Healthcare, but Want Humans Making Final CallsOct 2026 | 2026 |
| 48 | 59% | Globally, 59% of respondents said AI products and services offer more benefits than drawbacks in 2025, up from 55% in 2024, while 52% said these products make them nervous.quoteGlobally, the share of respondents who say AI products and services offer more benefits than drawbacks rose from 55% in 2024 to 59% in 2025, even as the share saying these products make them nervous increased to 52%. | Stanford Institute for Human-Centered AIAI Index Report 2026: Public OpinionApr 2026 | 2025 |
| 49 | 31% | Only 31% of Americans trust their own government to regulate AI responsibly, the lowest of any country surveyed, against a global average of 54%.quoteThe United States reported the lowest trust in its own government to regulate AI responsibly of any country surveyed, at 31%. | Stanford Institute for Human-Centered AIAI Index Report 2026: Public OpinionApr 2026 | 2025 |
| 50 | 12% | Only 12% of people across six countries were comfortable with news made entirely by AI in 2025, against 62% for news made entirely by humans.quoteOn average, only 12% are comfortable with news made entirely by AI; this rises to 21% with a ‘human in the loop’, 43% when a human leads with some AI help, and 62% for entirely human-made news (an increase of 4 percentage points since 2024). | Reuters Institute for the Study of JournalismGenerative AI and News Report 2025: How people think about AI's role in journalism and societyOct 2025 | 2025 |
Frequently asked questions
How many people use generative AI?
In the U.S., 60.8% of adults aged 18 to 64 used generative AI in the third quarter of 2026, according to the St. Louis Fed's Real-Time Population Survey. In the EU, Eurostat found 32.7% of people aged 16 to 74 used generative AI tools in 2025, including 63.8% of those aged 16 to 24.
What share of businesses use AI?
The U.S. Census Bureau put the share of U.S. businesses using AI at 19.8% in May 2026, and 37% among firms with 250 or more employees. Eurostat found 19.95% of EU enterprises with ten or more employees used AI in 2025, and 55.03% of large enterprises.
Does generative AI make workers more productive?
Estimates vary by method. The Stanford AI Index cites study gains of 14% to 15% in customer support and 26% in software development, and Anthropic's model-based analysis of Claude.ai conversations estimated about 80% time savings per task. Self-reported savings are smaller: the St. Louis Fed estimated that users saved 5.4% of their work hours in late 2024, or 1.4% across all workers.
How much electricity does AI use?
The International Energy Agency estimates that all data centres used about 415 TWh in 2024, around 1.5% of world electricity, and projects that figure will more than double to about 945 TWh by 2030, with AI as the main driver. The United States accounted for 45% of data centre electricity use in 2024.
What do Americans think about AI?
Pew Research Center found in February 2026 that roughly two-thirds of U.S. adults think AI is advancing too quickly, and four in ten expect a negative impact on society over the next 20 years. In an October 2026 Pew survey, 60% said they would be uncomfortable with their doctor using AI for diagnoses and treatment.
Methodology
We took figures from the bodies that collected or analyzed the data: national statistical offices (U.S. Census Bureau, Eurostat), central bank researchers (Federal Reserve Bank of St. Louis, Federal Reserve Board), survey organizations (Pew Research Center, Gallup, Reuters Institute), the Stanford AI Index, the International Energy Agency, Anthropic's research team and company disclosures from Alphabet, Microsoft and OpenAI. Each quote was rechecked against its source on 2026-11-04. FRED series and the Gallup indicator page are updated in place, so we cite archived copies of the versions we checked. Adoption rates are not directly comparable: they differ by age range (18 to 64 in the Real-Time Population Survey, 16 to 74 for Eurostat), reference period (two weeks for Census businesses, three months for Eurostat individuals), unit (firms versus workers) and question wording. The Census Bureau revised its AI question in late 2025. Anthropic's productivity figures are model estimates from conversation transcripts, not measured task times. Company figures are self-reported.
How to cite
Statlyst. (2026, November 4). Generative AI Statistics 2026. https://statlyst.com/generative-ai-statistics
Sources (20)
- 1Alphabet. Q4 2025 earnings call: Remarks from our CEO
- 2Alphabet. Q3 2026 earnings call: Remarks from our CEO
- 3Anthropic. Estimating AI productivity gains from Claude conversations
- 4Eurostat. 64% of 16-24-year-olds used AI in 2025
- 5Eurostat. Use of artificial intelligence by individuals (Statistics Explained)
- 6Eurostat. Use of artificial intelligence in enterprises (Statistics Explained)
- 7Federal Reserve Bank of St. Louis. Generative Artificial Intelligence, Adoption Rate Overall: Working-Age Adults (RPSGENAIUSAGESHAREALL), FRED data as updated 2026-10-20
- 8Federal Reserve Bank of St. Louis. The Impact of Generative AI on Work Productivity
- 9Federal Reserve Board. Monitoring AI Adoption in the U.S. Economy (FEDS Notes)
- 10Gallup. Indicator: Artificial Intelligence (archived 2026-10-26)
- 11International Energy Agency. Energy and AI: Executive summary
- 12Microsoft. Earnings Release FY26 Q4: earnings call transcript
- 13OpenAI. Scaling AI for everyone
- 14Pew Research Center. Men are experiencing more job growth than women in AI-exposed occupations
- 15Pew Research Center. Americans and AI 2026: Chatbots, Smart Devices and Views on Impact
- 16Pew Research Center. Americans Are Open to AI in Healthcare, but Want Humans Making Final Calls
- 17Reuters Institute for the Study of Journalism. Generative AI and News Report 2025: How people think about AI's role in journalism and society
- 18Stanford Institute for Human-Centered AI. AI Index Report 2026: Economy
- 19Stanford Institute for Human-Centered AI. AI Index Report 2026: Public Opinion
- 20U.S. Census Bureau. Large Firms With at Least 20 Employees Biggest AI Users
Questions or corrections: editorial@statlyst.com
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