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Molmo 7B-D vs Qwen3 235B A22B 2507 (Reasoning)

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

Molmo 7B-DQwen3 235B A22B 2507 (Reasoning)
Intelligence Index9.229.5
Coding Index1.223.2
Math Index0.091.0
Output speed (tok/s)0.062.5
Blended price ($/1M)$0.00$0.84
Time to first token (s)0.00s1.21s
aime94.0%
aime 250.0%91.0%
artificial analysis coding index1.2023.20
artificial analysis intelligence index9.2029.50
artificial analysis math index0.0%91.00
gpqa24.0%79.0%
hle5.1%15.0%
ifbench19.7%51.2%
lcr0.0%67.0%
livecodebench3.9%78.8%
math 50098.4%
mmlu pro37.1%84.3%
scicode3.6%42.4%
tau20.0%53.2%
terminalbench hard0.0%13.6%

Benchmark data from Artificial Analysis.