P

pyda · Production library run 3

57.8Library score
Pass rate97.1%
Simplicity64.7
Problems $$8.37

Implementers use the real production library (pandas).

ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE98.6%68.2$1.53
66.1
GLM 5.3 Flash · mini-SWE95.7%62.5$5.10
53.7
GPT-5.6 Luna · Codex97.1%63.1$1.73
53.7
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean

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