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OpenAI

GPT-5.1 Codex (High)

ReasoningClosed weightsModels.dev
Intelligence
23.7
Rank 193 of 744 measured models
Output speed
126 t/s
Rank 125 of 403 measured models
Price/1M
$3.44
Rank 510 of 659 measured models
Context window
400K
Rank 357 of 1199 measured models

GPT-5.1 Codex (High) scores 23.7 on the Artificial Analysis Intelligence Index, ranking 193rd of 744 measured models. The closest models on this index are MiMo-V2-Omni (23.9), Claude Opus 4.5 (23.7), and GLM 5V Turbo (Reasoning) (23.5). At $3.44 per million tokens (3:1 input/output blended price), it is cheaper than Claude Opus 4.5 ($10). With an output speed of 126 t/s, it is faster than Claude Opus 4.5 (46.1 t/s).

Artificial Analysis Indices
Intelligence23.7
Rank 193 of 744 measured models
Math95.7
Rank 7 of 270 measured models
Standard Benchmarks
MMLU Pro86.0%
Rank 20 of 349 measured models
GPQA Diamond86.0%
Rank 123 of 619 measured models
HLE25.7%
Rank 184 of 664 measured models
LiveCodeBench84.9%
Rank 15 of 343 measured models
AIME 202595.7%
Rank 7 of 270 measured models
IFBench70.0%
Rank 71 of 450 measured models
AA-LCR69.3%
Rank 228 of 575 measured models
TerminalBench Hard34.8%
Rank 83 of 432 measured models
Additional benchmarks8
Design Arena · Codecategories54.6%
Design Arena · Dataviz55.9%
Design Arena · Fullstack44.5%
Design Arena · Gamedev50.5%
Design Arena · Mobileapps53.4%
Design Arena · Uicomponent60.0%
Design Arena · Webapps44.0%
Design Arena · Website56.1%
Models at a similar level
The closest models on the Intelligence Index, one configuration per family.

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