MCP Atlas
Distribution
Where models cluster
Correlated benchmarks
Pearson r · original research
Full rankings
2 models tested · sorted by score
| # | Model | Score |
|---|---|---|
| 1 |  Claude Opus 4.5 | 62.3 |
| 2 |  Gemini 3 Flash Preview | 57.4 |
Frequently asked
Pulled from the MCP Atlas dataset · updated daily
What does MCP Atlas measure?
MCP Atlas is a knowledge benchmark in the BenchGecko catalog. 2 AI models have been tested on it. Scores range from 57.4 to 62.3 out of 100.
Which model leads on MCP Atlas?
Claude Opus 4.5 from Anthropic leads MCP Atlas with a score of 62.3. The median score across 2 tested models is 59.8.
Is MCP Atlas saturated?
No · the top score is 62.3 out of 100 (62%). There is still meaningful room for improvement on MCP Atlas.
What makes MCP Atlas distinctive?
MCP Atlas is a knowledge benchmark with limited overlap to the rest of the catalog · it measures capabilities that are not well-covered by other benchmarks we track.
How often is MCP Atlas data refreshed?
BenchGecko pulls updates daily. New model scores on MCP Atlas appear as soon as they are published by Epoch AI or the model provider.
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Same category · related evaluations