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Molecular Biology Protocols Troubleshooting

Detects and fixes errors in molecular-biology protocols using document, code, and web-search tools.

3 models

Higher is better.

  1. 1Claude Opus 5.5Anthropic73.7
  2. 2Claude Sonnet 5.5Anthropic67.3
  3. 3Claude Opus 5Anthropic61.1
Higher is better. Bar colour: blue proprietary, orange open weights, green other.

About this benchmark

Metric
Task score
Tasks
Molecular-biology protocol troubleshooting
Authors
Anthropic (2026)

Scores are as reported by model developers or evaluators and may use different settings (for example reasoning effort or tools). Compare with care.