Vals AI MedScribe — leaderboard
Metric: Accuracy (%). Source: www.vals.ai. 73 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Muse Spark 1.1 | 88.89 |
| 2 | Claude Fable 5 | 88.52 |
| 3 | GPT-5.1 | 88.09 |
| 4 | Kimi K3 | 87.96 |
| 5 | MiniMax-M3 | 87.25 |
| 6 | Grok 4.5 | 86.88 |
| 7 | GPT-5.5 | 86.87 |
| 8 | Claude Opus 4.6 | 86.74 |
| 9 | Claude Opus 4.6 (Thinking) | 86.13 |
| 10 | Muse Spark | 85.9 |
| 11 | Claude Opus 4.8 | 85.75 |
| 12 | Inkling | 85.41 |
| 13 | Claude Opus 4.5 (20251101) (Thinking) | 85.32 |
| 14 | GPT-5.6 Sol | 85.23 |
| 15 | Claude Haiku 4.5 (20251001) (Thinking) | 85.23 |
Interactive version: theaggregate.ai/benchmark?slug=vals-ai-medscribe · How the rankings work · Data refreshed daily, snapshot 2026-07-22.