npr · GPT-5.6 Sol run 2

40.5Library score
Pass rate87.2%
Simplicity50.1
Problems $$9.79
Library $$1.96
The library
npr · designed by GPT-5.6 Sol (Codex)2,566 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE89.7%51.9$1.97
41.3
GLM 5.3 Flash · mini-SWE88.8%50.1$6.19
41.7
GPT-5.6 Luna · Codex82.9%48.4$1.64
38.4
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
cluster-consensus38.712.929.327.0logistic-path94.052.058.568.2relu-regions11.210.615.212.3table-reasoning24.442.870.045.7embedding-pooling73.370.064.469.2kv-cache57.457.60.238.4channel-stft44.055.548.349.3irls-path60.263.048.957.4peak-covariance21.332.020.124.5envelope-curvature48.78.162.139.6radiance-moments68.449.652.156.7kalman-update34.338.744.039.0csi-pose49.00.00.016.3vmc-update0.173.50.124.6pose-correction49.750.144.048.0spectral-reconstruction19.619.020.519.7portfolio-risk73.864.163.567.1contact-forces33.631.49.624.9density-propagation22.616.744.527.9tensor-train1.487.171.853.4