heretical · Kimi K3 run 3

46.5Library score
Pass rate90.3%
Simplicity57.2
Problems $$10.91
Library $$6.40
The library
heretical · designed by Kimi K3 (mini-SWE)2,817 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE91.9%59.2$3.76
49.5
GLM 5.3 Flash · mini-SWE87.0%57.5$4.84
43.3
GPT-5.6 Luna · Codex92.1%54.9$2.31
46.6
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
note-import72.054.275.267.2techdocs-render60.060.045.455.1editor-import64.256.874.665.2attachment-paste31.433.142.035.5trusted-markdown34.735.421.230.4diagram-preview37.749.045.944.2matrix-message37.324.346.936.2notebook-output71.883.078.377.7email-render52.638.232.040.9svg-ingest28.030.639.532.7collection-render47.229.435.837.5api-docs29.532.636.132.7post-enrich47.311.135.631.3learning-outcome54.834.253.347.5package-panel32.439.539.537.1poll-export77.287.159.774.7reader-extract40.036.454.843.8article-extract61.526.238.242.0timeline-render57.755.440.151.1brand-svg65.033.650.449.7telegram-notify37.653.431.440.8story-markdown49.748.148.948.9