P

clirs · Production library run 2

64.9Library score
Pass rate94.2%
Simplicity73.4
Problems $$5.61

Implementers use the real production library (clap).

ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE95.2%74.3$1.48
66.6
GLM 5.3 Flash · mini-SWE92.3%73.3$2.40
63.3
GPT-5.6 Luna · Codex94.9%72.7$1.72
64.7
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean

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