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A head-to-head benchmark comparison of Claude 3.5 Sonnet across 22 evaluations.
This addendum to our Claude 3 Model Card describes Claude 3.5 Sonnet, a new model which outperforms our previous most capable model, Claude 3 Opus, while operat.
Full Claude 3.5 Sonnet specs →| Benchmark | Claude 3.5 Sonnet |
|---|---|
| code | |
| HumanEval | 93.7% |
| LiveCodeBench v5 | 38.9% |
| LiveCodeBench v6 | 37.2% |
| MBPP+ | 75.1% |
| general | |
| ArenaHard | 87.6% |
| IFEval | 90.1% |
| MMLU | 88.7% |
| MMLU-Pro | 78% |
| knowledge | |
| SuperGPQA | 48.2 |
| math | |
| AIME 2024 | 16% |
| AIME 2025 | 7.4% |
| GSM8K | 96.9% |
| MATH | 74.1% |
| MATH-500 | 78.3% |
| multimodal | |
| ChartQA | 90.8% |
| DocVQA | 95.200 |
| MMMU | 70.4% |
| MathVista | 67.7% |
| reasoning | |
| DROP | 88.8% |
| GPQA Diamond | 65% |
| safety | |
| C-SimpleQA | 56.8% |
| SimpleQA | 28.1% |
Best result per row highlighted in cyan. Each benchmark links to its definition and sources; each model links to its full scorecard.
Claude 3.5 Sonnet has the strongest result on HumanEval among the models compared here. See the code-category rows in the table for the full picture.
This comparison covers 22 benchmarks on which at least one of the selected models has a published score.
Scores are aggregated from official model cards, technical reports and standard public evaluations, and link back to each benchmark's source. They are updated as new results are published.
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