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SWE Refactor Bench: Can Coding Agents Complete a Long-Horizon, Whole-Repository Stack Migration?

Tests whether coding agents can complete long-horizon, whole-repository stack migrations while preserving the original program's behavior.

1 models

Higher is better.

  1. 1MiniMax M3.1 FlashMiniMax23.0
Higher is better. Bar colour: blue proprietary, orange open weights, green other.

About this benchmark

Metric
Migration audit, frozen behavioral checks, and agentic verification
Tasks
20 whole-repository stack migrations
Authors
Deyao Hong, Yizhe Chi, Wenyi Li, Xiaoqiu Wang, Mingju Gao, Kaisen Yang, Bingxiang He, Youjie Zheng, Calvin Xiao, Qinhuai Na (2026)

Scores are as reported by model developers or evaluators and may use different settings (for example reasoning effort or tools). Compare with care.