Are LLMs Ready to Assist Physicians? PhysAssis — leaderboard
Metric: en_mrs (self-reported). Source: benchmarklist.com. 14 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GLM-5 | 69.4 |
| 2 | Claude Opus 4.7 | 68.3 |
| 3 | Seed 1.8 | 67.4 |
| 4 | Qwen 3.5 35B A3B | 66.3 |
| 5 | GPT-5.4 (High) | 64.1 |
| 6 | MiniMax-M2.7 | 63.2 |
| 7 | Gemini 3.1 Pro (Preview) | 62.1 |
| 8 | Qwen 3.5 27B | 58.3 |
| 9 | GPT-5.4 Mini | 57.8 |
| 10 | Qwen 3.5 9B | 55.2 |
| 11 | Qwen 3.5 4B | 48.7 |
Interactive version: theaggregate.ai/benchmark?slug=are-llms-ready-to-assist-physicians-physassis · How the rankings work · Data refreshed daily, snapshot 2026-07-22.