pyda · Kimi K3 run 3

50.0Library score
Pass rate91.2%
Simplicity60.5
Problems $$11.95
Library $$19.01
The library
pyda · designed by Kimi K3 (mini-SWE)5,967 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE92.2%61.5$3.47
52.7
GLM 5.3 Flash · mini-SWE91.5%64.0$5.92
49.7
GPT-5.6 Luna · Codex89.9%56.4$2.56
47.5
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
exposure-monitoring32.10.010.114.1taxonomy-match80.075.187.280.8ensemble-scores43.946.234.941.7device-pair-agreement59.771.062.464.4faers-signal-watch1.31.20.91.1sec-leverage-watch60.067.015.847.6county-crash-priority51.957.733.147.6storm-mitigation-priority95.116.368.560.0road-safety-priority80.266.668.971.9county-storm-burden51.967.049.656.2policy-anonymization34.938.437.436.9customer-merge31.134.628.631.5saccr-capital59.377.565.867.5scorer-lineage32.636.026.131.6overlapping-logs58.662.545.155.4weather-features43.60.051.031.5marine-heatwave53.290.583.775.8survival-risk52.568.534.952.0trade-imbalance60.854.265.360.1pattern-growth45.041.759.448.7planar-territories78.071.968.472.8