Subgraph Atlas · centered on entity

SWE-Bench Pro

benchmark3 mentions· velocity: stable

Contamination-resistant successor to SWE-Bench Verified. 731 held-out real-world GitHub issues across popular Python projects. Private split prevents test-set leakage.

Two-hop subgraph: this entity, every entity it directly relates to, and every entity those neighbors relate to. Drag a node, scroll to zoom, click to inspect — or click any neighbor and re-center the atlas there.

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companypersonai_modelproductresearch_labbenchmarkframework

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Top connections

Devinai model

3 mentions

→ Center atlas here

MAI-Thinking-1ai model

1 mentions

→ Center atlas here

How to read this: the white-ringed node is SWE-Bench Pro. Surrounding nodes are direct relationships; the second ring is what those neighbors connect to. Edge thickness scales with source-article evidence. Click any node and choose Center graph here to walk the graph.