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simu · No library run 3

40.9Library score
Pass rate85.8%
Simplicity53.4
Problems $$3.55

Implementers get no library and write everything from scratch.

ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE87.7%53.6$1.01
43.4
GLM 5.3 Flash · mini-SWE89.1%58.1$1.77
46.6
GPT-5.6 Luna · Codex80.5%48.5$0.77
32.7
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean

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