npr · Kimi K3 run 3

50.8Library score
Pass rate87.9%
Simplicity60.5
Problems $$8.20
Library $$7.12
The library
npr · designed by Kimi K3 (mini-SWE)5,838 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE89.2%60.5$1.73
52.2
GLM 5.3 Flash · mini-SWE85.9%59.6$4.88
46.7
GPT-5.6 Luna · Codex88.5%61.3$1.58
53.4
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean

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