pyda · DeepSeek V4 Pro run 3

35.3Library score
Pass rate88.0%
Simplicity42.5
Problems $$12.33
Library $$0.29
The library
pyda · designed by DeepSeek V4 Pro (mini-SWE)3,424 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE92.6%43.6$4.82
38.3
GLM 5.3 Flash · mini-SWE85.5%43.7$5.18
36.6
GPT-5.6 Luna · Codex85.7%40.2$2.32
31.0
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
exposure-monitoring23.90.013.612.5taxonomy-match68.579.248.465.3ensemble-scores28.125.719.624.5device-pair-agreement31.331.636.133.0faers-signal-watch0.90.63.91.8sec-leverage-watch27.326.325.726.4county-crash-priority37.332.630.533.4storm-mitigation-priority41.48.89.519.9road-safety-priority51.050.047.949.6county-storm-burden20.634.35.320.1policy-anonymization36.536.733.035.4customer-merge23.826.425.425.2saccr-capital51.841.035.842.9scorer-lineage28.526.124.826.5overlapping-logs40.241.331.537.7weather-features53.242.111.435.6marine-heatwave55.173.367.065.1survival-risk32.853.843.543.3trade-imbalance54.745.539.046.4pattern-growth50.249.645.748.5planar-territories47.644.653.748.6