Who is SOTA in Healthcare?Crown open.
Clinical documentation work on private sets from Vals AI. MedCode (diagnosis coding) is the primary; MedScribe (SOAP notes, LLM-judged) ranks the rest and drops out if it saturates. Source: Vals AI. As of Nov 3, 2026, Healthcare is uncrowned on isitsota (methodology v1.0). Crown history, benchmark weights and methodology.
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Best page and recent changes
- Recent crown changes for this category are still empty.
What can move this crown
- MedCode — primary, weight 1 · Source: Vals AI · Automatic (tests or exact checks)
- MedScribe — secondary, weight 0.5 · Source: Vals AI · AI judge (LLM-graded rubric)
Source: Vals AI for the Vals benchmarks above: proprietary private test sets run by Vals and republished with permission. Only each benchmark's standard harness counts; product-harness runs (Claude Code, Codex and similar) are not matched to base models. Vals is the only source on this board, so after the first holder a crown change needs two consecutive Vals snapshots that agree. A snapshot is a new Vals release of the board, dated the day isitsota first saw it.
Who is SOTA in Healthcare?
As of Nov 3, 2026, Healthcare is uncrowned on isitsota (methodology v1.0).
Since when is the Healthcare crown current?
As of Nov 3, 2026, Healthcare has an open crown.