npr · GPT-5.6 Sol run 1

47.0Library score
Pass rate87.7%
Simplicity56.0
Problems $$11.06
Library $$1.99
The library
npr · designed by GPT-5.6 Sol (Codex)2,880 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE86.9%50.3$1.90
42.4
GLM 5.3 Flash · mini-SWE85.5%61.4$7.58
48.3
GPT-5.6 Luna · Codex90.7%56.2$1.58
50.3
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
cluster-consensus24.714.529.823.0logistic-path32.442.397.857.5relu-regions30.010.421.620.7table-reasoning21.588.570.760.2embedding-pooling64.269.157.163.4kv-cache53.055.254.754.3channel-stft55.657.952.055.2irls-path58.459.956.858.4peak-covariance0.933.727.920.8envelope-curvature41.77.46.918.7radiance-moments4.067.562.444.6kalman-update55.077.754.862.5csi-pose41.30.00.013.8vmc-update0.10.263.221.1pose-correction60.780.560.967.4spectral-reconstruction29.235.543.336.0portfolio-risk81.896.566.581.6contact-forces61.463.736.353.8density-propagation57.622.052.544.1tensor-train74.283.290.782.7