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Olmo 3.1 32B Instruct vs Qwen3 VL 32B Instruct

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

Olmo 3.1 32B InstructQwen3 VL 32B Instruct
Intelligence Index12.217.2
Coding Index5.615.6
Math Index—68.3
Output speed (tok/s)0.076.1
Blended price ($/1M)$0.00$1.23
Time to first token (s)0.00s1.30s
aime——
aime 25—68.3%
artificial analysis coding index5.6015.60
artificial analysis intelligence index12.2017.20
artificial analysis math index—68.30
gpqa53.9%67.1%
hle4.9%6.3%
ifbench39.2%39.2%
lcr0.0%31.3%
livecodebench—51.4%
math 500——
mmlu pro—79.1%
scicode16.7%30.1%
tau221.3%29.2%
terminalbench hard0.0%8.3%

Benchmark data from Artificial Analysis.