clirs · GPT-6 Astra run 3

59.5Library score
Pass rate92.3%
Simplicity70.2
Problems $$4.12
Library $$3.79
The library
clirs · designed by GPT-6 Astra (Codex)2,784 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE96.8%61.7$1.36
57.3
GLM 5.3 Flash · mini-SWE87.5%72.7$1.64
56.8
GPT-5.6 Luna · Codex92.5%76.2$1.12
64.4
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
maintainer-tools38.733.370.047.4turbo-query55.544.855.151.8onboard68.182.979.676.9chain-exec65.43.585.451.4subcommand-groups63.964.461.063.1pointer-indexer41.055.237.344.5site-builder6.031.455.230.9launcher-plan43.844.454.447.6process-inspect88.196.590.791.8relay-compiler69.950.051.957.3cross-build57.866.424.449.5backup-variants64.787.795.882.7devctl-families82.078.176.078.7