GPT-5.1 (Low): benchmark results
GPT-5.1 evaluated at the low reasoning-effort setting. Provider: OpenAI. Released 2025-11-12. Access: API.
Aggregate Rating 1663 ± 13, rank #483 of 2168 rated models, from 51 benchmark results.
Strongest benchmark results
| Benchmark | Score | Metric | Percentile |
|---|---|---|---|
| GPSBench (Applied) - Terrain Classification | 72.6 | Score (%) on the terrain classification (urban, coastal, mou | 100 |
| GPSBench (Pure GPS) - Bearing Computation | 99.9 | Score (%) on the bearing computation (initial bearing betwee | 100 |
| GPSBench (Pure GPS) - Coordinate Interpolation | 71.4 | Score (%) on the coordinate interpolation (a point a quarter | 100 |
| GPSBench (Pure GPS) - Coordinate Transformation | 90.8 | Score (%) on the coordinate transformation (WGS84 to and fro | 100 |
| GPSBench (Pure GPS) - Route Geometry | 96.3 | Score (%) on the route geometry (Ramer-Douglas-Peucker simpl | 100 |
| MathlibLemma | 19.39 | Success@2 (%): share of the 4,028 non-trivial MathlibLemma L | 100 |
| MathlibLemma - Abstract | 18.61 | Success@2 (%): share of the 1,080 non-trivial Abstract-domai | 100 |
| MathlibLemma - Applied | 15.28 | Success@2 (%): share of the 1,139 non-trivial Applied-domain | 100 |
| Med-CoReasoner - Global-MMLU-Medical - French | 86.3 | Accuracy (%) | 100 |
| Med-CoReasoner - Global-MMLU-Medical - German | 85.18 | Accuracy (%) | 93.8 |
| GPSBench (Pure GPS) - Area and Perimeter | 43.4 | Score (%) on the area and perimeter (spherical polygon of th | 92.3 |
| GPSBench (Pure GPS) - Distance Calculation | 99.9 | Score (%) on the distance calculation (great-circle distance | 92.3 |
Interactive version: theaggregate.ai/model?slug=gpt-5-1-low · How It Works · Data refreshed daily, snapshot 2026-10-20.