GPT-5.1 is the latest frontier-grade model in the GPT-5 series, offering stronger general-purpose reasoning, improved instruction adherence, and a more natural conversational style compared to GPT-5. It uses adaptive reasoning... (description from the OpenRouter listing)
| Benchmark | Domain | Score | vs best recorded | Setting | Run | Source |
|---|---|---|---|---|---|---|
| LMCA | agents | 43.9% | 67% | high | — | External ↗ |
| DTBench | reasoning | 90.1% | 92% | high | — | External ↗ |
| CL-bench Life | long-context | 17.3% | 78% | high | — | External ↗ |
| CL-bench | long-context | 23.7% | 85% | high | — | External ↗ |
| Chess Puzzles | games | 32.0% ±4.7 | 44% | high | 8 Dec 2025 | Eval log ↗ |
| SimpleQA Verified | knowledge | 48.0% ±1.6 | 63% | high | 27 Aug 2026 | Eval log ↗ |
| FrontierMath-Tier-4-2025-07-01-Privatesuperseded | math | 12.5% ±4.8 | 26% | high | 13 Nov 2025 | Epoch ↗ |
| GSO-Bench | coding | 13.7% | 29% | high | — | External ↗ |
| ARC-AGI-2 | reasoning | 17.6% | 19% | high | — | External ↗ |
| FrontierMath-2025-02-28-Privatesuperseded | math | 31.0% ±2.7 | 59% | high | 13 Nov 2025 | Epoch ↗ |
| VPCT | multimodal | 58.7% | 65% | high | — | External ↗ |
| WeirdML | coding | 60.8% ±0.0 | 65% | high | — | External ↗ |
| OTIS Mock AIME 2024-2025 | math | 88.6% ±4.0 | 89% | high | 13 Nov 2025 | Eval log ↗ |
| SimpleBench | reasoning | 53.2% | 65% | high | — | External ↗ |
| SWE-Bench verified | coding | 68.0% ±2.1 | 81% | high | 18 Feb 2026 | Eval log ↗ |
| GPQA diamond | science | 87.6% ±1.9 | 91% | high | 13 Nov 2025 | Eval log ↗ |
| ARC-AGI | reasoning | 72.8% | 74% | high | — | External ↗ |
Source: Epoch AI Benchmarking Hub (CC BY 4.0). “External” rows are leaderboard results Epoch collects from third parties. Best reported setting per benchmark is shown.
11 observations (OpenRouter listing + Internet Archive snapshots). History accumulates with every ingest run; a single point means no change has been observed yet.