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PhysicianBench

Progress Over Time

Interactive timeline showing model performance evolution on PhysicianBench

State-of-the-art frontier
Open
Proprietary

PhysicianBench Leaderboard

2 models
ContextCostLicense
1—1.0M$2.00 / $10.00
2
Anthropic
Anthropic
—1.0M$0.10 / $0.50
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About this benchmark

What is PhysicianBench?

PhysicianBench is a public benchmark of 100 physician tasks carried out in an electronic health record (EHR), measuring agentic clinical task completion.

PhysicianBench is a text benchmark evaluating models on healthcare and agents tasks. LLM Stats tracks 2 models on this benchmark, scored on a 0–1 scale. The current average is 0.5, with the leader at 0.6.

Compare leaders on the best AI for healthcare and best AI for agents leaderboards.

Current leaders

Claude Sonnet 5.5 from Anthropic currently leads the PhysicianBench leaderboard with a score of 0.632 across 2 evaluated AI models.

1Claude Sonnet 5.5Anthropic63.2%
2Claude Haiku 5.5Anthropic43.0%

FAQ

Common questions about the PhysicianBench benchmark and leaderboard.

What is the PhysicianBench benchmark?

PhysicianBench is a public benchmark of 100 physician tasks carried out in an electronic health record (EHR), measuring agentic clinical task completion.

What is the PhysicianBench leaderboard?

The PhysicianBench leaderboard ranks 2 AI models based on their performance on this benchmark. Currently, Claude Sonnet 5.5 by Anthropic leads with a score of 0.632. The average score across all models is 0.531.

What is the highest PhysicianBench score?

The highest PhysicianBench score is 0.632, achieved by Claude Sonnet 5.5 from Anthropic.

How many models are evaluated on PhysicianBench?

2 models have been evaluated on the PhysicianBench benchmark, with 0 verified results and 2 self-reported results.

What categories does PhysicianBench cover?

PhysicianBench is categorized under healthcare and agents. The benchmark evaluates text models.

Which model offers the best value on PhysicianBench?

Among models scoring within 10% of the leader, Claude Sonnet 5.5 from Anthropic is the cheapest, at $2.00 per million input tokens with a score of 0.632.

How recent are the PhysicianBench leaderboard results?

The PhysicianBench leaderboard was last updated in October 2026 and currently includes 2 evaluated models.