npr · Fable 5.1 run 1

48.9Library score
Pass rate86.2%
Simplicity60.8
Problems $$9.03
Library $$15.53
The library
npr · designed by Fable 5.1 (mini-SWE)7,440 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE88.8%62.3$1.13
55.2
GLM 5.3 Flash · mini-SWE81.4%58.2$6.25
39.2
GPT-5.6 Luna · Codex88.1%61.9$1.66
52.2
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
cluster-consensus0.014.135.316.5logistic-path40.257.573.056.9relu-regions12.412.818.614.6table-reasoning80.362.573.772.1embedding-pooling87.53.762.951.4kv-cache0.148.752.333.7channel-stft53.851.755.953.8irls-path64.941.954.053.6peak-covariance30.41.822.818.3envelope-curvature45.99.749.735.1radiance-moments59.346.362.756.1kalman-update85.60.082.255.9csi-pose57.667.50.041.7vmc-update79.20.20.226.5pose-correction73.673.770.772.7spectral-reconstruction63.835.636.445.3portfolio-risk72.684.683.480.2contact-forces60.460.677.266.0density-propagation54.634.155.148.0tensor-train81.877.477.779.0