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GPT-5.1 Codex (high) vs OLMo 2 32B

OpenAI vs Allen Institute for AI — side-by-side benchmark comparison

GPT-5.1 Codex (high)OLMo 2 32B
Intelligence Index43.110.6
Coding Index36.62.7
Math Index95.73.3
Output speed (tok/s)182.10.0
Blended price ($/1M)$3.44$0.00
Time to first token (s)5.42s0.00s
aime
aime 2595.7%3.3%
artificial analysis coding index36.602.70
artificial analysis intelligence index43.1010.60
artificial analysis math index95.703.30
gpqa86.0%32.8%
hle23.4%3.7%
ifbench70.0%38.1%
lcr67.3%0.0%
livecodebench84.9%6.8%
math 500
mmlu pro86.0%51.1%
scicode40.2%8.0%
tau283.0%0.0%
terminalbench hard34.8%0.0%

Benchmark data from Artificial Analysis.