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Claude 4 Sonnet (Non-reasoning) vs OLMo 2 7B
Anthropic vs Allen Institute for AI — side-by-side benchmark comparison
| Claude 4 Sonnet (Non-reasoning) | OLMo 2 7B | |
|---|---|---|
| Intelligence Index | 33.0 | 9.3 |
| Coding Index | 30.6 | 1.2 |
| Math Index | 38.0 | 0.7 |
| Output speed (tok/s) | 53.9 | 0.0 |
| Blended price ($/1M) | $6.56 | $0.00 |
| Time to first token (s) | 0.82s | 0.00s |
| aime | 40.7% | — |
| aime 25 | 38.0% | 0.7% |
| artificial analysis coding index | 30.60 | 1.20 |
| artificial analysis intelligence index | 33.00 | 9.30 |
| artificial analysis math index | 38.00 | 70.0% |
| gpqa | 68.3% | 28.8% |
| hle | 4.0% | 5.5% |
| ifbench | 45.4% | 24.4% |
| lcr | 44.3% | 0.0% |
| livecodebench | 44.9% | 4.1% |
| math 500 | 93.4% | — |
| mmlu pro | 83.7% | 28.2% |
| scicode | 37.3% | 3.7% |
| tau2 | 52.3% | 0.0% |
| terminalbench hard | 27.3% | 0.0% |
Benchmark data from Artificial Analysis.