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No compatible survey included
Model development, business adoption and the research base behind them.
No compatible survey included
Broader Epoch catalogue, including variants; not a complete model census.
All R&D, not AI-only investment. Older observation; no newer value is inferred.
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
Additional public AI research support under the national R&D plan.
These indicators describe all research and development, not AI-only expenditure or AI’s measured economic impact.
1.81% of GDP · all R&D · 2022 · Singapore
Comparison uses 2022, 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&D8,781.74per million people · all R&D · 2022 · Singapore
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.
No statistically compatible enterprise-adoption series is included for Singapore. Missing coverage is not zero adoption.
Epoch’s notable-model selection · developer country · international projects can appear in multiple countries
MolmoAct 2Allen Institute for AI,University of Washington,National University of Singapore,University of Pennsylvania,Johns Hopkins University,Amazon,Cortex AIHierarchical Reasoning Model (HPM)Sapient IntelligenceOryx 34BTsinghua University,Tencent,Nanyang Technological UniversityLLaVA-OV-72BByteDance,Nanyang Technological University,Chinese University of Hong Kong (CUHK),Hong Kong University of Science and Technology (HKUST)ManiGaussianTsinghua University,Nanyang Technological University,Carnegie Mellon University (CMU)Show-1National University of SingaporeGoat-7BNational University of SingaporeInstructBLIPSalesforce Research,Hong Kong University of Science and Technology (HKUST),Nanyang Technological University