pyda · DeepSeek V4 Pro run 1

37.3Library score
Pass rate91.8%
Simplicity43.3
Problems $$11.26
Library $$0.25
The library
pyda · designed by DeepSeek V4 Pro (mini-SWE)3,170 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE95.5%45.4$3.99
39.5
GLM 5.3 Flash · mini-SWE89.6%41.1$5.16
33.7
GPT-5.6 Luna · Codex90.3%43.4$2.11
38.7
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
exposure-monitoring20.314.217.017.2taxonomy-match79.070.868.872.9ensemble-scores27.426.33.619.1device-pair-agreement41.634.438.838.2faers-signal-watch20.60.61.37.5sec-leverage-watch39.625.619.428.2county-crash-priority35.028.519.727.7storm-mitigation-priority12.58.650.023.7road-safety-priority47.741.760.149.9county-storm-burden38.032.836.435.7policy-anonymization38.534.033.835.4customer-merge37.031.535.234.6saccr-capital45.867.442.151.7scorer-lineage28.018.622.423.0overlapping-logs38.535.439.337.7weather-features0.037.842.326.7marine-heatwave72.30.083.151.8survival-risk53.152.148.951.4trade-imbalance45.641.130.939.2pattern-growth60.245.054.153.1planar-territories48.861.566.659.0