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SEAL - SWE Atlas - Refactoring — leaderboard

Metric: Score. Source: scale.com. 14 models tracked.

Top models

#ModelScore
1GPT-5.5 (xHigh)44.79
2GLM-5.242.38
3Gemini 3.1 Pro (Preview)33.81
4GLM-524.24
5Kimi K2.520.95
6MiniMax-M2.519.52
7Gemini 3 Flash10

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

Built by Mikhail Doroshenko — AI researcher, co-author of Humanity’s Last Exam. Independent project; no affiliation with any AI lab.