clirs · Kimi K3 run 2

59.2Library score
Pass rate92.3%
Simplicity69.4
Problems $$4.23
Library $$4.90
The library
clirs · designed by Kimi K3 (mini-SWE)4,378 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE93.9%67.6$1.22
59.5
GLM 5.3 Flash · mini-SWE90.1%73.9$1.62
60.9
GPT-5.6 Luna · Codex93.0%66.7$1.39
57.3
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
maintainer-tools57.857.743.853.1turbo-query30.515.831.826.0onboard78.375.467.973.9chain-exec73.673.074.773.8subcommand-groups97.674.674.982.4pointer-indexer30.833.132.532.1site-builder67.769.564.467.2launcher-plan39.343.934.339.2process-inspect1.760.338.733.6relay-compiler68.357.274.666.7cross-build49.640.828.339.6backup-variants78.593.380.083.9devctl-families99.196.798.798.1