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ModelScale

Knowledge benchmark

FrontierScience leaderboard

Every model the catalog carries a published FrontierScience value for, ranked by that value.

CategoryKnowledge
MeasureScientific reasoning benchmark
TasksResearch-level science tasks
DifficultyResearch frontier
Published byFrontierScience

A benchmark for research-level scientific reasoning, designed to separate frontier models on difficult science tasks that mix domain knowledge with deep reasoning.

FrontierScience ranking

1 model with a published FrontierScience 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 FrontierScience value
RankModelProviderScientific reasoning benchmark
1GPT-5.4 ProOpenAI36.7

Evidence key: Observed

Rows are ordered by the value FrontierScience 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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