P

pyda · Production library run 1

57.9Library score
Pass rate94.8%
Simplicity66.2
Problems $$7.76

Implementers use the real production library (pandas).

ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE97.9%71.6$1.60
68.1
GLM 5.3 Flash · mini-SWE95.9%63.4$4.43
54.1
GPT-5.6 Luna · Codex90.5%63.1$1.73
51.6
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean

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