Scale AI - SWE-Bench Pro — leaderboard

Extended SWE-bench testing long-horizon tasks on both public open-source and private commercial repositories. Part of Scale's SEAL evaluation platform.

Source: scale.com. Status: saturation imminent.

Interactive version: theaggregate.ai/benchmark?slug=scale-ai-swe-bench-pro · How the rankings work · Data refreshed daily, snapshot 2026-07-22.