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Molmo2-8B vs Qwen3 VL 235B A22B Instruct

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

Molmo2-8BQwen3 VL 235B A22B Instruct
Intelligence Index7.320.8
Coding Index4.416.5
Math Index70.7
Output speed (tok/s)0.050.4
Blended price ($/1M)$0.00$0.70
Time to first token (s)0.00s1.14s
aime
aime 2570.7%
artificial analysis coding index4.4016.50
artificial analysis intelligence index7.3020.80
artificial analysis math index70.70
gpqa42.5%71.2%
hle4.4%6.3%
ifbench26.9%42.7%
lcr0.0%31.7%
livecodebench59.4%
math 500
mmlu pro82.3%
scicode13.3%35.9%
tau20.0%35.1%
terminalbench hard0.0%6.8%

Benchmark data from Artificial Analysis.