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Claude 4.1 Opus (Non-reasoning) vs Claude 4.1 Opus (Reasoning)
Anthropic vs Anthropic — side-by-side benchmark comparison
| Claude 4.1 Opus (Non-reasoning) | Claude 4.1 Opus (Reasoning) | |
|---|---|---|
| Intelligence Index | 36.0 | 42.0 |
| Coding Index | — | 36.5 |
| Math Index | — | 80.3 |
| Output speed (tok/s) | 44.7 | 44.5 |
| Blended price ($/1M) | $32.81 | $32.81 |
| Time to first token (s) | 1.63s | 8.55s |
| aime | — | — |
| aime 25 | — | 80.3% |
| artificial analysis coding index | — | 36.50 |
| artificial analysis intelligence index | 36.00 | 42.00 |
| artificial analysis math index | — | 80.30 |
| gpqa | — | 80.9% |
| hle | — | 11.9% |
| ifbench | — | 55.4% |
| lcr | — | 66.3% |
| livecodebench | — | 65.4% |
| math 500 | — | — |
| mmlu pro | — | 88.0% |
| scicode | — | 40.9% |
| tau2 | — | 71.4% |
| terminalbench hard | — | 34.3% |
Benchmark data from Artificial Analysis.