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Llama 3.1 Instruct 405B vs Claude 4.5 Haiku (Non-reasoning)
Meta vs Anthropic — side-by-side benchmark comparison
| Llama 3.1 Instruct 405B | Claude 4.5 Haiku (Non-reasoning) | |
|---|---|---|
| Intelligence Index | 17.4 | 31.0 |
| Coding Index | 14.5 | 29.6 |
| Math Index | 3.0 | 39.0 |
| Output speed (tok/s) | 37.5 | 105.8 |
| Blended price ($/1M) | $3.69 | $2.19 |
| Time to first token (s) | 0.63s | 0.65s |
| aime | 21.3% | — |
| aime 25 | 3.0% | 39.0% |
| artificial analysis coding index | 14.50 | 29.60 |
| artificial analysis intelligence index | 17.40 | 31.00 |
| artificial analysis math index | 3.00 | 39.00 |
| gpqa | 51.5% | 64.6% |
| hle | 4.2% | 4.3% |
| ifbench | 39.0% | 42.0% |
| lcr | 24.3% | 43.7% |
| livecodebench | 30.5% | 51.1% |
| math 500 | 70.3% | — |
| mmlu pro | 73.2% | 80.0% |
| scicode | 29.9% | 34.4% |
| tau2 | 19.0% | 32.5% |
| terminalbench hard | 6.8% | 27.3% |
Benchmark data from Artificial Analysis.