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Olmo 3.1 32B Instruct vs Qwen3 235B A22B 2507 (Reasoning)

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

Olmo 3.1 32B InstructQwen3 235B A22B 2507 (Reasoning)
Intelligence Index12.229.5
Coding Index5.623.2
Math Index—91.0
Output speed (tok/s)0.062.5
Blended price ($/1M)$0.00$0.84
Time to first token (s)0.00s1.21s
aime—94.0%
aime 25—91.0%
artificial analysis coding index5.6023.20
artificial analysis intelligence index12.2029.50
artificial analysis math index—91.00
gpqa53.9%79.0%
hle4.9%15.0%
ifbench39.2%51.2%
lcr0.0%67.0%
livecodebench—78.8%
math 500—98.4%
mmlu pro—84.3%
scicode16.7%42.4%
tau221.3%53.2%
terminalbench hard0.0%13.6%

Benchmark data from Artificial Analysis.