canon · GLM 5.3 run 2
50.9Library score
Pass rate90.1%
Simplicity62.7
Problems $$9.31
Library $$25.44
The library
canon · designed by GLM 5.3 (mini-SWE)6,828 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE93.6%65.7$1.76
GLM 5.3 Flash · mini-SWE92.2%66.4$5.73
GPT-5.6 Luna · Codex84.6%55.9$1.83
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
profile-patch92.370.917.260.1thermostat-codec39.845.933.439.7tagged-config64.084.159.269.1rtl-pin-lock87.873.366.575.9pipeline-provenance54.130.443.242.6boundary-views37.945.424.636.0ml-run-config85.884.973.781.4ha-triggers63.262.037.354.2env-config71.585.451.069.3paper-poster30.732.741.535.0typed-client40.748.82.730.7cli-dispatch37.843.939.740.5trading-events55.648.753.052.5llm-contracts30.625.522.126.1