benchmark evidence
MCP Atlas
Real-world tool-use benchmark over MCP servers from Scale Labs.
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winner on MCP Atlas
direct benchmark result, not a broad vertical composite | source row dated 2000-01-01
scored on 2000-01-01 · stale source data (9646d)
latest mapped results | top 20
| # | Model | Score | Evidence | Tested |
|---|---|---|---|---|
| 1 | Anthropic: Claude Opus 4.7 | 79.1 | model-only independent_benchmark | 2000-01-01 |
| 2 | Anthropic: Claude Opus 4.6 | 76.8 | model-only independent_benchmark | 2000-01-01 |
| 3 | Anthropic: Claude Sonnet 4.6 | 69.5 | model-only independent_benchmark | 2000-01-01 |
what this result means
Real-world tool-use benchmark over MCP servers from Scale Labs.
This benchmark contributes direct public evidence. Read its scope before generalizing the result.
A win here is a win on MCP Atlas. Broad task pages require independent corroboration before naming a general winner.
source record
category: tool_use
metric: accuracy
matched models: 3
latest source date: 2000-01-01
direction: higher is better