19.8%
2026-05-03 · Census BTOS · any business function
Model developers, business adoption and shared research infrastructure.
2026-05-03 · Census BTOS · any business function
Broader Epoch catalogue, including variants; not a complete model census.
All R&D, not AI-only investment.
Same source, year and developer-country attribution. The broader catalogue includes versions and sizes. Neither number is the total number of models developed here.
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Annual notable-model entries · developer country · 2020–2025
International collaborations may appear in multiple countries. Counts are not additive market shares or a national AI-strength ranking.Epoch AI · CC BY 4.0 · Complete years through 2025 · incomplete 2026 excluded
Share using AI in any business function · four-period moving average
Dated firm survey · not comparable with Eurostat
Daily users are included in weekly and overall use
Individual workers · not firm-level adoption
Selected industries · not all installations or AI-only robots
National surveys use different populations and methods. No harmonized Eurostat series is included for this country.
NAIRR provides shared compute, models and data; NSF also reports over 6,000 students supported.
These indicators describe all research and development, not AI-only expenditure or AI’s measured economic impact.
3.45% of GDP · all R&D · 2023 · United States
Comparison uses 2023, the latest common year for this selection. The latest national observation above may be newer.
World Bank WDI / UNESCO Institute for Statistics · % of GDP · all R&D4,937.49per million people · all R&D · 2022 · United States
Comparison uses 2017, the latest common year for this selection. The latest national observation above may be newer.
World Bank WDI / UNESCO Institute for Statistics · per million people · all R&DEpoch AI · CC BY 4.0 · Model comparisons stop at 2025; incomplete 2026 is excluded. No forward-filled research observations.
Epoch’s notable-model selection · developer country · international projects can appear in multiple countries
Gemini 4 ArgonGoogle DeepMindGPT-6.1 SolOpenAIClaude Sonnet 5.5AnthropicClaude Opus 5.5AnthropicGPT-6 SolOpenAIGPT-6 LunaOpenAIGrok 4.7xAIChatGPT Images 2.5OpenAI