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simu · No library run 1

39.1Library score
Pass rate86.7%
Simplicity53.4
Problems $$2.97

Implementers get no library and write everything from scratch.

ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE84.9%52.7$1.02
38.0
GLM 5.3 Flash · mini-SWE90.6%56.4$1.15
39.8
GPT-5.6 Luna · Codex85.3%51.5$0.79
39.3
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean

Click a problem to see how each solution's score is built.