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Olmo 3 7B Instruct vs Claude 4 Sonnet (Reasoning)

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

Olmo 3 7B InstructClaude 4 Sonnet (Reasoning)
Intelligence Index8.138.7
Coding Index3.434.1
Math Index41.374.3
Output speed (tok/s)0.055.5
Blended price ($/1M)$0.13$6.56
Time to first token (s)0.00s8.92s
aime—77.3%
aime 2541.3%74.3%
artificial analysis coding index3.4034.10
artificial analysis intelligence index8.1038.70
artificial analysis math index41.3074.30
gpqa40.0%77.7%
hle5.8%9.6%
ifbench32.8%54.7%
lcr0.0%64.7%
livecodebench26.6%65.5%
math 500—99.1%
mmlu pro52.2%84.2%
scicode10.3%40.0%
tau212.6%64.6%
terminalbench hard0.0%31.1%

Benchmark data from Artificial Analysis.