Knowledge benchmark
Protocols (troubleshooting) leaderboard
Molecular Biology Protocols Troubleshooting. Every model the catalog carries a published Protocols (troubleshooting) value for, ranked by that value.
CategoryKnowledge
MeasureTask score
TasksMolecular-biology protocol troubleshooting
DifficultyExpert laboratory protocols
Published byClaude Opus 5 System Card
Detects and fixes errors in molecular-biology protocols using document, code, and web-search tools.
Protocols (troubleshooting) ranking
1 model with a published Protocols (troubleshooting) value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.
| Rank | Model | Provider | Task score |
|---|---|---|---|
| 1 |  Claude Opus 5 | Anthropic | 61.1 |
Evidence key: Observed
Rows are ordered by the value Claude Opus 5 System Card published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.