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Molmo 7B-D vs Qwen3 VL 235B A22B Instruct

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

Molmo 7B-DQwen3 VL 235B A22B Instruct
Intelligence Index9.220.8
Coding Index1.216.5
Math Index0.070.7
Output speed (tok/s)0.050.4
Blended price ($/1M)$0.00$0.70
Time to first token (s)0.00s1.14s
aime
aime 250.0%70.7%
artificial analysis coding index1.2016.50
artificial analysis intelligence index9.2020.80
artificial analysis math index0.0%70.70
gpqa24.0%71.2%
hle5.1%6.3%
ifbench19.7%42.7%
lcr0.0%31.7%
livecodebench3.9%59.4%
math 500
mmlu pro37.1%82.3%
scicode3.6%35.9%
tau20.0%35.1%
terminalbench hard0.0%6.8%

Benchmark data from Artificial Analysis.