canon · GLM 5.3 run 3

50.3Library score
Pass rate92.8%
Simplicity58.6
Problems $$7.57
Library $$13.72
The library
canon · designed by GLM 5.3 (mini-SWE)6,010 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE95.1%60.1$1.52
54.1
GLM 5.3 Flash · mini-SWE92.7%62.1$4.26
52.9
GPT-5.6 Luna · Codex90.5%53.6$1.79
43.9
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
profile-patch64.055.015.744.9thermostat-codec26.723.733.428.0tagged-config61.471.356.062.9rtl-pin-lock99.787.686.991.4pipeline-provenance33.529.636.233.1boundary-views36.630.626.931.4ml-run-config78.677.062.172.6ha-triggers72.356.256.161.5env-config58.285.665.769.8paper-poster40.049.544.744.7typed-client47.954.343.648.6cli-dispatch39.536.933.836.8trading-events57.335.218.537.0llm-contracts41.848.335.441.8