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SFAI / SOURCE-BACKED RESEARCH

NATDAQ AI Model Usage Index Observations

Inspect source-qualified model token observations for 2026-09-28, with explicit coverage, units and as-of time.

Source period 2026-09-28 · rights checked at request time · snapshot as of 2026-09-29

Observed modelTokens / UTC dayProfile coverage
Space Bunny Alpha4,321,096,612,883Current qualified profile
DeepSeek: DeepSeek V4.1 Flash (batch)3,681,553,673,810Current qualified profile
other1,474,880,153,497No current qualified profile
Xiaomi: MiMo-V2.6-Flash1,427,697,417,292Current qualified profile
Z.ai: GLM 5.3 Flash (batch)1,317,250,703,656Current qualified profile
OpenAI: GPT-5.6 Luna (batch)1,286,709,062,533Current qualified profile
Tencent: Hy4 preview1,211,198,041,276Current qualified profile
nvidia/nemotron-3-ultra-550b-a55b-20260604:free964,310,962,281No current qualified profile
DeepSeek: DeepSeek V4 Flash 0731948,299,816,031Current qualified profile
OpenAI: GPT-6 Luna (batch)798,326,275,245Current qualified profile
DeepSeek: DeepSeek V4 Flash 0423470,246,427,688Current qualified profile
Z.ai: GLM 5.3 (batch)447,723,841,522Current qualified profile
Tencent: Hy3430,830,913,934Current qualified profile
typesafe/jev-1.13-20260917394,014,249,295No current qualified profile
Anthropic: Claude Opus 5.5 (batch)321,735,526,822Current qualified profile
Google: Gemini 3.8 Flash (batch)302,500,473,863Current qualified profile
OpenAI: GPT-5.6 Sol (batch)268,382,773,338Current qualified profile
OpenAI: GPT-6 Sol (batch)236,333,919,134Current qualified profile
Anthropic: Claude Sonnet 5 (batch)231,720,661,328Current qualified profile
MoonshotAI: Kimi K3 (batch)228,542,070,956Current qualified profile
Meta: Muse Spark 1.3 Contributor200,969,331,434Current qualified profile
Z.ai: GLM 5.2191,595,258,223Current qualified profile
MiniMax: MiniMax M3189,379,268,338Current qualified profile
Upstage: Solar Pro 4179,567,107,977Current qualified profile
Xiaomi: MiMo-V2.5167,384,775,519Current qualified profile
Xiaomi: MiMo-V2.6-Pro156,714,541,462Current qualified profile
poolside/laguna-s-2.1-20260720:free146,354,072,410No current qualified profile
DeepSeek: DeepSeek V4 Pro 0813134,050,593,429Current qualified profile
inclusionai/ling-3.0-flash-fin-20260827:free125,840,905,785No current qualified profile
Google: Gemini 3 Flash Preview (batch)113,259,970,563Current qualified profile
OpenAI: GPT-6 Astra (batch)112,820,888,941Current qualified profile
DeepSeek: DeepSeek V4 Pro 0423110,406,328,493Current qualified profile
Google: Gemini 2.5 Flash Lite (batch)105,358,397,298Current qualified profile
nvidia/nemotron-3.5-lightning-20260807:free104,024,655,536No current qualified profile
Google: Gemini 3.1 Flash Lite (batch)81,560,155,590Current qualified profile
Anthropic: Claude Opus 5 (batch)80,934,850,989Current qualified profile
dots-studio/dots-3-note-preview-20260813:free80,431,202,576No current qualified profile
OpenAI: gpt-oss-120b (batch)79,581,300,028Current qualified profile
Anthropic: Claude Fable 5.1 (batch)76,570,758,975Current qualified profile
OpenAI: GPT-5.6 Terra (batch)76,392,914,916Current qualified profile
Google: Gemini 3.7 Flash (batch)71,147,754,463Current qualified profile
Qwen: Qwen3.8 Flash69,726,092,382Current qualified profile
Google: Gemma 4 31B (free)67,326,788,634Current qualified profile
Google: Gemini 2.5 Flash (batch)66,175,667,564Current qualified profile
Qwen: Qwen3.7 Flash66,036,338,859Current qualified profile
Anthropic: Claude Sonnet 4.6 (batch)55,331,159,221Current qualified profile
inclusionai/ling-3.0-flash-sante-20260904:free54,641,543,587No current qualified profile
DeepSeek: DeepSeek V3.253,804,738,411Current qualified profile
Meta: Muse Spark 1.352,908,619,312Current qualified profile
OpenAI: GPT-6 Luna Pro (batch)50,945,965,282Current qualified profile

These are source observations, not index points, prices, financial returns or settlement evidence. Missing rows are unknown, not zero. Coverage is limited to the source population.