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GPT-5.2 (Non-reasoning) vs Claude 4.1 Opus (Reasoning)
OpenAI vs Anthropic — side-by-side benchmark comparison
| GPT-5.2 (Non-reasoning) | Claude 4.1 Opus (Reasoning) | |
|---|---|---|
| Intelligence Index | 33.6 | 42.0 |
| Coding Index | 34.7 | 36.5 |
| Math Index | 51.0 | 80.3 |
| Output speed (tok/s) | 72.8 | 44.5 |
| Blended price ($/1M) | $4.81 | $32.81 |
| Time to first token (s) | 0.61s | 8.55s |
| aime | — | — |
| aime 25 | 51.0% | 80.3% |
| artificial analysis coding index | 34.70 | 36.50 |
| artificial analysis intelligence index | 33.60 | 42.00 |
| artificial analysis math index | 51.00 | 80.30 |
| gpqa | 71.2% | 80.9% |
| hle | 7.3% | 11.9% |
| ifbench | 47.4% | 55.4% |
| lcr | 38.0% | 66.3% |
| livecodebench | 66.9% | 65.4% |
| math 500 | — | — |
| mmlu pro | 81.4% | 88.0% |
| scicode | 40.4% | 40.9% |
| tau2 | 46.5% | 71.4% |
| terminalbench hard | 31.8% | 34.3% |
Benchmark data from Artificial Analysis.