heretical · GLM 5.3 run 2

33.0Library score
Pass rate82.0%
Simplicity49.4
Problems $$17.77
Library $$16.29
The library
heretical · designed by GLM 5.3 (mini-SWE)5,642 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE86.5%49.1$3.41
36.8
GLM 5.3 Flash · mini-SWE77.3%52.7$10.65
30.9
GPT-5.6 Luna · Codex81.8%46.4$3.72
31.2
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
note-import19.638.528.528.9techdocs-render31.825.829.429.0editor-import38.636.037.037.2attachment-paste34.128.344.535.7trusted-markdown33.630.316.826.9diagram-preview37.96.231.925.3matrix-message42.254.352.149.5notebook-output47.846.246.146.7email-render19.020.414.017.8svg-ingest23.231.029.928.0collection-render30.529.718.226.1api-docs36.033.824.531.4post-enrich51.312.838.334.1learning-outcome29.926.022.826.3package-panel36.838.840.938.8poll-export88.874.167.276.7reader-extract43.213.422.526.4article-extract42.130.433.035.2timeline-render23.10.024.715.9brand-svg35.950.627.037.8telegram-notify44.135.022.934.0story-markdown20.918.614.117.9