pyda · GPT-6 Astra run 2
50.6Library score
Pass rate92.0%
Simplicity58.8
Problems $$13.67
Library $$9.21
The library
pyda · designed by GPT-6 Astra (Codex)3,442 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE91.3%59.9$3.05
GLM 5.3 Flash · mini-SWE93.6%60.6$8.51
GPT-5.6 Luna · Codex91.2%56.1$2.11
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
exposure-monitoring33.140.841.438.4taxonomy-match100.097.9100.099.3ensemble-scores47.148.634.043.2device-pair-agreement52.454.452.353.0faers-signal-watch1.10.90.90.9sec-leverage-watch57.741.51.833.7county-crash-priority48.750.548.549.3storm-mitigation-priority2.583.880.255.5road-safety-priority96.965.861.874.8county-storm-burden46.139.847.944.6policy-anonymization45.848.637.644.0customer-merge28.033.927.829.9saccr-capital81.376.368.875.5scorer-lineage28.726.031.628.8overlapping-logs66.555.049.457.0weather-features52.00.063.038.3marine-heatwave68.867.363.966.7survival-risk48.360.755.654.9trade-imbalance68.50.056.541.7pattern-growth60.844.865.056.8planar-territories85.076.669.377.0