| agents-on-taubench-airline | Claude Opus 4.1 | – | Accuracy: 56.0 |
| agents-on-taubench-retail | Claude Opus 4.1 | – | Accuracy: 82.4 |
| code-generation-on-humaneval | Claude Opus 4.1 | – | Pass@1: 95.7 |
| code-generation-on-swe-bench-verified | Claude Opus 4.1 | – | Accuracy: 74.5 |
| mathematical-reasoning-on-aime-2025 | Claude Opus 4.1 | – | Accuracy: 78.0 |
| multi-task-language-understanding-on-mmmlu | Claude Opus 4.1 | – | Accuracy: 89.5 |
| multimodal-reasoning-on-mmmu | Claude Opus 4.1 | – | Accuracy: 77.1 |
| multiple-choice-question-answering-mcqa-on-gpqa-diamond | Claude Opus 4.1 | – | Accuracy: 80.9 |