clirs · Kimi K3 run 3

56.3Library score
Pass rate92.1%
Simplicity66.3
Problems $$3.90
Library $$3.51
The library
clirs · designed by Kimi K3 (mini-SWE)4,094 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE90.9%60.4$1.20
51.0
GLM 5.3 Flash · mini-SWE89.6%74.1$1.29
59.1
GPT-5.6 Luna · Codex95.7%64.5$1.42
58.9
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
maintainer-tools53.757.268.059.6turbo-query56.657.445.153.0onboard73.575.565.371.5chain-exec3.993.790.462.7subcommand-groups58.871.375.968.6pointer-indexer29.730.831.430.6site-builder68.959.664.064.1launcher-plan39.335.638.337.8process-inspect57.590.750.466.2relay-compiler64.858.251.758.2cross-build32.842.340.138.4backup-variants62.976.377.072.1devctl-families60.819.168.349.4