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MedScribe

Frontier

Can models support doctors with their administrative work?

Publisher
Vals AI
Domain
Medical
Published
Jun 2026
Official leaderboard
vals.ai/benchmarks/medscribe

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Attribution

Leaderboard scores
Vals AI
Attribution policy →

Top score 88.9% by Muse Spark 1.1 - 57 models reporting (29 frontier)

Score history

54
50%63%75%88%100%Apr 25Aug 25Dec 25Apr 26o3Gemini 2.5 FlashGPT-5Claude Sonnet 4.5GPT-5.1Claude Fable 5Muse Spark 1.1

Top models

57
MedScribeBar chart with 21 bars. Highest value: Muse Spark 1.1 at 88.9.
21 models

Where it's ranked

1

FAQ

What is MedScribe?
Can models support doctors with their administrative work?
What is the current top score on MedScribe?
The top reported score is 88.9% by Muse Spark 1.1, across 57 models reporting (29 from frontier labs).