healthcare benchmark
PhysicianBench Leaderboard
PhysicianBench is a public benchmark of 100 physician tasks carried out in an electronic health record (EHR).
Updated Oct 23, 2026
Models2
Model coverage2
MetricScore
EvidenceB
PhysicianBench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAN | Score63.20% | Percentile100.00% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelAN | Score43.00% | Percentile0.00% | Participants2 | EvidenceC | Evaluated |
PhysicianBench Highlights
The leading models and scores on this benchmark.
PhysicianBench Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for PhysicianBench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is PhysicianBench?
What PhysicianBench measures and how its scores work.
PhysicianBench is a public benchmark of physician tasks in an electronic health record (EHR).
It measures agentic clinical task completion.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- PhysicianBench
- Modality
- text
- Primary category
- healthcare
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about PhysicianBench.
Which model scores highest on PhysicianBench?
Claude Sonnet 5.5 is currently ranked first with 63.20%.
What are the top three models on PhysicianBench?
The current leaders are Claude Sonnet 5.5 (63.20%) and Claude Haiku 5.5 (43.00%).
Which PhysicianBench model has the lowest official input price?
Claude Haiku 5.5 has the lowest matched official input price at $0.10 input / $0.50 output per 1M tokens.
Which models are fastest among PhysicianBench results?
The fastest matched records are Claude Sonnet 5.5 (42.00 tok/s via Anthropic).
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.