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ModelScale

Agentic benchmark

Toolathlon Verified Pass³ leaderboard

Toolathlon Verified Pass cubed. Every model the catalog carries a published Toolathlon Verified Pass³ value for, ranked by that value.

CategoryAgentic
MeasureAll-three-trials pass rate
Tasks108 verified real-world tool-use tasks
DifficultyLong-horizon application tool use

Fraction of Toolathlon Verified tasks solved in all three independent trials.

Toolathlon Verified Pass³ ranking

2 models with a published Toolathlon Verified Pass³ 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 Toolathlon Verified Pass cubed value
RankModelProviderAll-three-trials pass rate
1Claude Fable 5.1Anthropic73.1
1Claude Opus 5Anthropic73.1

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.

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