Claude Opus 4.1 is a closed-weights model from Anthropic, released August 5, 2025. It has an ECI score of 144 and ranks 95th of 253 tracked models. At the time of its release, it ranked 6th of 148 tracked models.
| Domain | Benchmark | ||||
|---|---|---|---|---|---|
ECI scoreBest score 169 | 144 | 143 | 145 | 145 | |
| Ranking | #95 | #105 | #90 | #89 | |
| Agent | GDPvalBest score 50% | ||||
| Games | Mystery Game PuzzlesBest score 84% | ||||
| Mathematics | FrontierMath Tiers 1-3 (v2)Best score 94% | ||||
FrontierMath Tier 4 (v2)Best score 100% | |||||
OTIS Mock AIME 2024-2025Best score 100% | |||||
| Science | Humanity's Last ExamBest score 55% | ||||
GPQA DiamondBest score 96% | |||||
| Software engineering | METR Time HorizonsBest score 17 hr 25 min | 1 hr 54 min | 1 hr 40 min | 38 min 44 sec | — |
SWE-bench VerifiedBest score 83% |