npr · Fable 5.1 run 2

53.0Library score
Pass rate86.7%
Simplicity65.4
Problems $$7.62
Library $$20.42
The library
npr · designed by Fable 5.1 (mini-SWE)9,195 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE88.7%69.2$1.17
58.4
GLM 5.3 Flash · mini-SWE87.2%64.4$4.85
50.5
GPT-5.6 Luna · Codex84.0%62.7$1.60
50.2
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
cluster-consensus12.313.326.317.3logistic-path88.938.984.670.8relu-regions26.521.334.627.5table-reasoning100.034.664.166.2embedding-pooling0.281.363.048.2kv-cache77.951.90.043.3channel-stft57.869.452.059.7irls-path59.079.654.464.3peak-covariance25.943.533.234.2envelope-curvature45.857.957.453.7radiance-moments66.960.853.160.3kalman-update90.493.467.683.8csi-pose0.089.60.029.9vmc-update74.479.00.151.2pose-correction98.63.968.056.8spectral-reconstruction51.315.359.742.1portfolio-risk85.977.065.376.0contact-forces69.163.673.068.6density-propagation58.335.555.449.7tensor-train78.30.091.856.7