npr · Kimi K3 run 1

54.4Library score
Pass rate89.5%
Simplicity62.8
Problems $$6.85
Library $$10.87
The library
npr · designed by Kimi K3 (mini-SWE)6,513 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE92.6%63.7$1.78
57.4
GLM 5.3 Flash · mini-SWE90.1%68.3$3.51
59.1
GPT-5.6 Luna · Codex85.8%56.5$1.56
46.6
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean

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