umami · Kimi K3 run 2

47.5Library score
Pass rate95.1%
Simplicity54.0
Problems $$7.67
Library $$7.69
The library
umami · designed by Kimi K3 (mini-SWE)1,470 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE97.7%57.1$2.23
53.6
GLM 5.3 Flash · mini-SWE94.9%54.6$4.05
45.3
GPT-5.6 Luna · Codex92.6%50.5$1.40
43.7
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
db-notifications57.939.529.642.4log-worker-pool44.149.632.141.9backup-transfer26.128.930.628.5session-mailboxes38.956.239.644.9logger-shutdown38.025.633.332.3transport-ingress48.766.055.456.7server-output63.659.461.561.5packet-colors60.239.347.749.1client-routing55.064.131.650.2request-reservation51.446.017.438.2sync-progress44.343.238.542.0game-event-lanes58.344.951.351.5ui-event-bridge89.776.872.279.6network-bridge49.441.849.346.8logger-drain43.631.730.735.3discord-subscriptions72.645.850.456.3game-session67.30.055.641.0consumer-flow54.355.363.557.7chain-sync-poller46.141.828.638.8editor-commands61.749.255.555.5