external benchmark

MCP Atlas leaderboard

Scale Labs MCP Atlas. Every model the catalog carries a published MCP Atlas value for, ranked by that value.

Categoryexternal

MeasurePublished Scale leaderboard score

Tasks34 published rows

DifficultyExternal agent and model evaluation

Published byScale Labs leaderboard

A Scale Labs public leaderboard mirrored as display-only reference data. It does not affect BenchLM rankings.

No model in the catalog has a published MCP Atlas score.

The benchmark is defined by Scale Labs leaderboard, but the catalog carries no value for it yet. An absent value is shown as absent here rather than as a zero.

About MCP Atlas

What the benchmark measures and how its value is published, from the source’s own record.

What is MCP Atlas?

MCP Atlas (Scale Labs MCP Atlas) is an external benchmark published by Scale Labs leaderboard. A Scale Labs public leaderboard mirrored as display-only reference data. It does not affect BenchLM rankings. Its evaluation set is described by the source as 34 published rows. The source rates its difficulty as external agent and model evaluation.

How is MCP Atlas scored?

Each model's result is published by Scale Labs leaderboard as published Scale leaderboard score. ModelScale prints that value to 2 decimal places, exactly as published, and never converts or rescales it. This page ranks the 0 models that carry a published value, highest value first; a model the source never scored is left out rather than ranked at zero. The source does not state whether a higher value is the better result, so neither does this page.

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