pyda · GLM 5.3 run 3

43.3Library score
Pass rate89.3%
Simplicity54.3
Problems $$15.67
Library $$23.06
The library
pyda · designed by GLM 5.3 (mini-SWE)11,509 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE92.2%59.2$2.49
52.0
GLM 5.3 Flash · mini-SWE86.8%54.3$10.05
37.5
GPT-5.6 Luna · Codex88.6%49.3$3.13
40.3
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
exposure-monitoring1.40.021.57.6taxonomy-match32.33.320.518.7ensemble-scores48.036.430.638.4device-pair-agreement91.957.560.169.9faers-signal-watch30.80.90.710.8sec-leverage-watch46.431.428.835.5county-crash-priority63.353.036.851.0storm-mitigation-priority70.00.014.428.1road-safety-priority84.957.661.568.0county-storm-burden44.929.345.740.0policy-anonymization40.040.639.940.2customer-merge27.430.238.532.0saccr-capital62.557.653.657.9scorer-lineage32.031.520.628.1overlapping-logs39.441.837.239.5weather-features62.079.068.369.8marine-heatwave83.372.458.571.4survival-risk62.10.043.735.3trade-imbalance47.458.557.454.4pattern-growth53.449.458.253.6planar-territories68.857.849.958.8