Which AI model scores highest on MedScribe?

Muse Spark 1.1 by Meta holds the best MedScribe result among tracked models, at 88.89% (released Jul 9 2026). Higher scores are better on this benchmark.

What are the top 5 models on MedScribe?

1. Muse Spark 1.1 (Meta) — 88.89%; 2. Claude Fable 5 (Anthropic) — 88.52%; 3. Grok 4.5 (SpaceXAI) — 86.88%; 4. GPT-5.5 (OpenAI) — 86.87%; 5. Claude Opus 4.8 (Anthropic) — 85.75%.

How many models have a published MedScribe score?

5 tracked models have a published MedScribe score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.

Medical admin work

MedScribe

Can the AI support doctors with their administrative work, like notes and paperwork? Created by Vals AI. Higher is better.

Rankings

Higher is better

MedScribe — frequently asked questions

: Can the AI support doctors with their administrative work, like notes and paperwork? Created by Vals AI. Higher is better.
: Muse Spark 1.1 by Meta holds the best MedScribe result among tracked models, at 88.89% (released Jul 9 2026). Higher scores are better on this benchmark.
: 1. Muse Spark 1.1 (Meta) — 88.89%; 2. Claude Fable 5 (Anthropic) — 88.52%; 3. Grok 4.5 (SpaceXAI) — 86.88%; 4. GPT-5.5 (OpenAI) — 86.87%; 5. Claude Opus 4.8 (Anthropic) — 85.75%.
: 5 tracked models have a published MedScribe score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.