pyda · Kimi K3 run 2

50.9Library score
Pass rate93.7%
Simplicity57.2
Problems $$10.29
Library $$8.74
The library
pyda · designed by Kimi K3 (mini-SWE)4,084 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE92.1%60.2$3.10
52.3
GLM 5.3 Flash · mini-SWE94.9%60.9$4.76
54.5
GPT-5.6 Luna · Codex94.0%50.6$2.43
45.8
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
exposure-monitoring32.023.311.822.4taxonomy-match94.286.377.586.0ensemble-scores40.236.639.038.6device-pair-agreement56.244.564.255.0faers-signal-watch1.252.11.018.1sec-leverage-watch13.346.433.130.9county-crash-priority50.555.840.849.0storm-mitigation-priority91.654.984.577.0road-safety-priority80.862.659.467.6county-storm-burden55.137.050.347.5policy-anonymization33.736.837.035.8customer-merge31.139.226.232.2saccr-capital85.881.963.977.2scorer-lineage36.624.322.427.8overlapping-logs43.347.935.942.4weather-features47.877.058.161.0marine-heatwave88.982.160.177.0survival-risk54.374.343.157.3trade-imbalance52.857.147.152.3pattern-growth47.450.053.150.2planar-territories62.374.154.163.5