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sapi · No library run 2

19.1Library score
Pass rate92.3%
Simplicity21.9
Problems $$1.30

Implementers get no library and write everything from scratch.

ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE97.6%22.2$0.38
21.1
GLM 5.3 Flash · mini-SWE81.6%21.8$0.38
15.7
GPT-5.6 Luna · Codex97.6%21.7$0.54
20.4
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean

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