Protein Design — Library Ranking
Progress Over Time
Interactive timeline showing model performance evolution on Protein Design — Library Ranking
State-of-the-art frontier
Open
Proprietary
Protein Design — Library Ranking 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 Protein Design — Library Ranking?
Protein design Library Ranking task: prioritize protein designs for experimental testing.
Protein Design — Library Ranking 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 0.5, with the leader at 0.5.
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 Protein Design — Library Ranking leaderboard with a score of 0.548 across 2 evaluated AI models.
FAQ
Common questions about the Protein Design — Library Ranking benchmark and leaderboard.