HealthBench Professional GuideDossier01
April 2026 paper v1; length-adjusted primary score
HealthBench Professional ↗
Professional task scores depend on sampling, response length and the harness.
UnitClinician task / conversationMeasureLength-adjusted mean rubric score
Benchmark dossiers / independent analysis
The benchmark behind the number.
Inspect what each benchmark asks, how its score is produced, and which conclusions its design can support. These are original analyses by Arcophos of the benchmark authors’ work. Any reproduced measurements are labeled with their published source and version.
What we contribute. Source reconciliation, task and metric interpretation, and tools that make assumptions inspectable. We do not claim to have created these benchmarks or run the reported models.