umami · GLM 5.3 run 3

44.2Library score
Pass rate93.4%
Simplicity51.0
Problems $$10.63
Library $$24.06
The library
umami · designed by GLM 5.3 (mini-SWE)4,018 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE95.8%56.4$2.72
50.8
GLM 5.3 Flash · mini-SWE90.6%52.6$6.14
43.4
GPT-5.6 Luna · Codex93.8%44.1$1.76
38.3
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
db-notifications50.537.529.139.0log-worker-pool54.140.529.941.5backup-transfer24.125.019.422.9session-mailboxes47.545.531.641.6logger-shutdown27.530.321.726.5transport-ingress74.267.442.461.3server-output62.456.161.860.1packet-colors52.848.038.646.5client-routing59.247.930.245.8request-reservation65.828.129.341.0sync-progress40.040.937.739.6game-event-lanes51.443.055.850.1ui-event-bridge87.474.165.775.7network-bridge50.632.535.739.6logger-drain32.821.129.827.9discord-subscriptions45.366.340.350.6game-session44.052.843.846.9consumer-flow54.154.657.655.5chain-sync-poller38.92.530.023.8editor-commands52.754.435.847.6