science benchmark
Protein Design — Sequence Generation Leaderboard
Protein Design — Sequence Generation evaluates the generation of novel protein sequences conditioned on design constraints.
Updated Oct 23, 2026
Models2
Model coverage2
MetricScore
EvidenceB
Protein Design — Sequence Generation Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAN | Score51.00% | Percentile100.00% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelAN | Score33.10% | Percentile0.00% | Participants2 | EvidenceC | Evaluated |
Protein Design — Sequence Generation Highlights
The leading models and scores on this benchmark.
Protein Design — Sequence Generation Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Protein Design — Sequence Generation
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is Protein Design — Sequence Generation?
What Protein Design — Sequence Generation measures and how its scores work.
A protein design task focused on generating novel protein sequences conditioned on design constraints.
A Score reported as a ratio.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Protein Design — Sequence Generation
- Modality
- text
- Primary category
- science
- 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 Protein Design — Sequence Generation.
Which model scores highest on Protein Design — Sequence Generation?
Claude Sonnet 5.5 is currently ranked first with 51.00%.
What are the top three models on Protein Design — Sequence Generation?
The current leaders are Claude Sonnet 5.5 (51.00%) and Claude Haiku 5.5 (33.10%).
Which Protein Design — Sequence Generation 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 Protein Design — Sequence Generation 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.