–

plaid · No library run 1

37.4Library score
Pass rate93.6%
Simplicity42.6
Problems $$8.55

Implementers get no library and write everything from scratch.

ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE98.4%42.3$1.54
40.8
GLM 5.3 Flash · mini-SWE97.0%44.4$4.56
38.8
GPT-5.6 Luna · Codex85.6%41.3$2.45
32.7
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean

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