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ModelScale

Knowledge benchmark

BioMysteryBench (human-difficult) leaderboard

BioMysteryBench Human Difficult. Every model the catalog carries a published BioMysteryBench (human-difficult) value for, ranked by that value.

CategoryKnowledge
MeasureTask score
TasksHuman-difficult computational biology investigations
DifficultyFrontier computational biology

Computational biology challenges with objective answers that remained unsolved by independent human experts.

BioMysteryBench (human-difficult) ranking

4 models with a published BioMysteryBench (human-difficult) value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.

Models ranked by their published BioMysteryBench Human Difficult value
RankModelProviderTask score
1Gemini 3.8 FlashGoogle56.5
2Claude Opus 5Anthropic49.4
3Gemini 3.7 FlashGoogle43.5
4APApodex 1.1Apodex35.3

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.

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