npr · Fable 5.1 run 3

49.4Library score
Pass rate85.1%
Simplicity63.7
Problems $$9.06
Library $$15.96
The library
npr · designed by Fable 5.1 (mini-SWE)7,514 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE84.0%61.6$1.27
48.3
GLM 5.3 Flash · mini-SWE89.8%65.0$6.11
50.4
GPT-5.6 Luna · Codex81.8%64.6$1.69
49.5
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
cluster-consensus16.215.840.224.1logistic-path0.061.90.020.6relu-regions23.010.531.921.8table-reasoning60.633.691.161.8embedding-pooling65.288.255.769.7kv-cache59.857.248.855.3channel-stft0.063.353.839.0irls-path64.00.066.143.4peak-covariance27.337.723.429.5envelope-curvature48.513.643.335.2radiance-moments52.160.852.455.1kalman-update86.574.079.279.9csi-pose66.372.30.046.2vmc-update0.179.30.126.5pose-correction78.192.373.781.4spectral-reconstruction58.056.527.047.2portfolio-risk94.188.367.683.3contact-forces37.867.478.861.3density-propagation36.136.161.644.6tensor-train93.00.094.962.6