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Molmo2-8B vs Qwen3 235B A22B (Non-reasoning)

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

Molmo2-8BQwen3 235B A22B (Non-reasoning)
Intelligence Index7.317.0
Coding Index4.414.0
Math Index—23.7
Output speed (tok/s)0.060.8
Blended price ($/1M)$0.00$0.79
Time to first token (s)0.00s1.30s
aime—32.7%
aime 25—23.7%
artificial analysis coding index4.4014.00
artificial analysis intelligence index7.3017.00
artificial analysis math index—23.70
gpqa42.5%61.3%
hle4.4%4.7%
ifbench26.9%36.6%
lcr0.0%0.0%
livecodebench—34.3%
math 500—90.2%
mmlu pro—76.2%
scicode13.3%29.9%
tau20.0%27.2%
terminalbench hard0.0%6.1%

Benchmark data from Artificial Analysis.