npr · GPT-6 Sol run 3

45.8Library score
Pass rate92.7%
Simplicity51.3
Problems $$7.58
Library $$0.26
The library
npr · designed by GPT-6 Sol (mini-SWE)1,561 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE89.8%47.8$1.52
42.6
GLM 5.3 Flash · mini-SWE98.2%51.6$4.55
49.2
GPT-5.6 Luna · Codex90.0%54.4$1.51
45.7
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
cluster-consensus14.112.056.127.4logistic-path77.773.080.877.2relu-regions9.810.724.615.0table-reasoning31.832.785.450.0embedding-pooling67.467.661.265.4kv-cache0.254.449.234.6channel-stft74.552.448.158.3irls-path59.560.357.359.1peak-covariance1.137.321.720.0envelope-curvature46.154.146.348.8radiance-moments60.058.463.260.5kalman-update49.350.646.048.7csi-pose45.354.20.033.2vmc-update70.376.869.472.2pose-correction48.351.647.749.2spectral-reconstruction20.016.420.018.8portfolio-risk56.666.662.661.9contact-forces26.639.030.632.1density-propagation21.621.323.622.2tensor-train71.993.920.862.2