Protocols Understanding (V2)
Progress Over Time
Interactive timeline showing model performance evolution on Protocols Understanding (V2)
State-of-the-art frontier
Open
Proprietary
Protocols Understanding (V2) Leaderboard
2 models
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Anthropic | — | 1.0M | $2.00 / $10.00 | ||
| 2 | Anthropic | — | 1.0M | $0.10 / $0.50 |
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What is Protocols Understanding (V2)?
Protocols Understanding (V2) (Benchling): given a real laboratory protocol, answer a practical question about applying or adapting it.
Protocols Understanding (V2) is a text benchmark evaluating models on science and biology tasks. LLM Stats tracks 2 models on this benchmark, scored on a 0–1 scale. The current average is 0.7, with the leader at 0.7.
Compare leaders on the best AI for science and best AI for biology leaderboards.
Current leaders
Claude Sonnet 5.5 from Anthropic currently leads the Protocols Understanding (V2) leaderboard with a score of 0.666 across 2 evaluated AI models.
FAQ
Common questions about the Protocols Understanding (V2) benchmark and leaderboard.