pyda · GLM 5.3 run 2

47.3Library score
Pass rate91.1%
Simplicity58.3
Problems $$13.45
Library $$30.07
The library
pyda · designed by GLM 5.3 (mini-SWE)9,794 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE95.1%62.6$2.61
56.8
GLM 5.3 Flash · mini-SWE86.1%60.0$7.51
39.8
GPT-5.6 Luna · Codex91.2%52.6$3.33
45.1
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
exposure-monitoring33.138.616.129.2taxonomy-match100.081.197.392.8ensemble-scores39.038.931.736.5device-pair-agreement92.955.870.473.0faers-signal-watch6.30.53.03.3sec-leverage-watch54.846.441.347.5county-crash-priority69.554.152.258.6storm-mitigation-priority87.90.023.037.0road-safety-priority100.090.467.085.8county-storm-burden57.557.010.841.8policy-anonymization39.238.335.637.7customer-merge35.425.335.832.2saccr-capital85.690.347.474.4scorer-lineage24.130.620.925.2overlapping-logs38.258.048.748.3weather-features47.80.056.834.9marine-heatwave56.91.885.548.1survival-risk52.00.045.432.5trade-imbalance53.90.062.338.7pattern-growth62.245.543.750.5planar-territories56.683.952.864.4