heretical · GLM 5.3 run 1

39.1Library score
Pass rate85.5%
Simplicity53.7
Problems $$15.12
Library $$19.51
The library
heretical · designed by GLM 5.3 (mini-SWE)5,324 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE89.2%55.6$3.31
44.4
GLM 5.3 Flash · mini-SWE83.4%52.9$8.81
35.1
GPT-5.6 Luna · Codex83.7%52.5$2.99
37.8
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
note-import60.735.350.848.9techdocs-render50.238.235.341.2editor-import48.950.341.747.0attachment-paste28.840.338.735.9trusted-markdown24.227.511.120.9diagram-preview43.427.329.233.3matrix-message41.429.653.041.3notebook-output57.457.840.852.0email-render16.821.911.616.8svg-ingest27.828.125.527.2collection-render40.029.428.032.5api-docs52.434.629.838.9post-enrich53.910.135.433.1learning-outcome35.154.219.236.2package-panel45.235.024.534.9poll-export89.255.179.474.6reader-extract60.062.590.270.9article-extract47.024.127.332.8timeline-render47.645.341.944.9brand-svg38.50.042.627.0telegram-notify31.527.734.531.2story-markdown36.437.641.338.4