pyda · GLM 5.3 run 1

46.7Library score
Pass rate93.5%
Simplicity55.6
Problems $$15.12
Library $$30.12
The library
pyda · designed by GLM 5.3 (mini-SWE)10,121 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE95.4%58.8$2.53
54.8
GLM 5.3 Flash · mini-SWE90.0%59.5$9.61
42.2
GPT-5.6 Luna · Codex94.4%49.0$2.98
43.1
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
exposure-monitoring36.90.015.517.5taxonomy-match97.968.257.874.7ensemble-scores51.736.929.439.3device-pair-agreement62.648.959.256.9faers-signal-watch1.91.134.712.5sec-leverage-watch47.50.032.126.5county-crash-priority49.141.046.445.5storm-mitigation-priority92.812.647.050.8road-safety-priority77.765.544.462.5county-storm-burden59.244.623.142.3policy-anonymization35.836.035.935.9customer-merge28.532.027.229.2saccr-capital61.972.568.767.7scorer-lineage25.630.420.825.6overlapping-logs45.347.235.442.6weather-features53.80.049.634.5marine-heatwave78.683.067.076.2survival-risk73.071.942.662.5trade-imbalance62.864.850.059.2pattern-growth44.859.260.754.9planar-territories63.071.256.963.7