canon · GLM 5.3 run 1

47.0Library score
Pass rate90.2%
Simplicity55.6
Problems $$7.55
Library $$20.14
The library
canon · designed by GLM 5.3 (mini-SWE)5,795 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE89.4%58.6$1.56
50.0
GLM 5.3 Flash · mini-SWE89.4%57.9$4.44
47.7
GPT-5.6 Luna · Codex91.8%50.4$1.54
43.2
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
profile-patch57.46.340.734.8thermostat-codec20.450.434.135.0tagged-config90.355.046.964.1rtl-pin-lock88.172.379.780.0pipeline-provenance4.534.922.320.6boundary-views38.836.027.334.0ml-run-config68.058.556.661.0ha-triggers54.664.753.557.6env-config87.987.871.382.4paper-poster36.941.032.536.8typed-client49.225.228.734.4cli-dispatch42.537.630.937.0trading-events44.650.547.347.5llm-contracts17.347.333.432.7