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Claude 4.5 Haiku (Reasoning) vs DeepSeek V3.1 (Non-reasoning)
Anthropic vs DeepSeek — side-by-side benchmark comparison
| Claude 4.5 Haiku (Reasoning) | DeepSeek V3.1 (Non-reasoning) | |
|---|---|---|
| Intelligence Index | 37.1 | 28.1 |
| Coding Index | 32.6 | 28.4 |
| Math Index | 83.7 | 49.7 |
| Output speed (tok/s) | 142.2 | 0.0 |
| Blended price ($/1M) | $2.19 | $0.83 |
| Time to first token (s) | 10.48s | 0.00s |
| aime | — | — |
| aime 25 | 83.7% | 49.7% |
| artificial analysis coding index | 32.60 | 28.40 |
| artificial analysis intelligence index | 37.10 | 28.10 |
| artificial analysis math index | 83.70 | 49.70 |
| gpqa | 67.2% | 73.5% |
| hle | 9.7% | 6.3% |
| ifbench | 54.3% | 37.8% |
| lcr | 70.3% | 45.0% |
| livecodebench | 61.5% | 57.7% |
| math 500 | — | — |
| mmlu pro | 76.0% | 83.3% |
| scicode | 43.3% | 36.7% |
| tau2 | 54.7% | 34.8% |
| terminalbench hard | 27.3% | 24.2% |
Benchmark data from Artificial Analysis.