umami · GLM 5.3 run 1

49.0Library score
Pass rate94.9%
Simplicity53.2
Problems $$8.65
Library $$29.59
The library
umami · designed by GLM 5.3 (mini-SWE)2,984 source lines
ImplementerPass rateSimplicityCostScore
DeepSeek V4.1 Flash · mini-SWE98.3%59.5$2.82
57.3
GLM 5.3 Flash · mini-SWE94.1%51.1$4.26
46.7
GPT-5.6 Luna · Codex92.2%49.2$1.57
43.1
ProblemDeepSeek V4.1 FlashGLM 5.3 FlashGPT-5.6 LunaMean
db-notifications59.542.540.447.5log-worker-pool65.766.950.961.2backup-transfer23.341.033.332.5session-mailboxes65.447.453.255.3logger-shutdown43.244.929.739.3transport-ingress69.851.748.356.6server-output84.674.580.779.9packet-colors68.33.74.025.3client-routing44.562.727.044.7request-reservation34.761.249.448.4sync-progress41.931.837.737.1game-event-lanes57.842.638.346.3ui-event-bridge78.153.870.567.4network-bridge52.427.335.438.3logger-drain36.328.424.029.5discord-subscriptions52.050.546.549.7game-session64.838.944.849.5consumer-flow71.647.059.759.4chain-sync-poller72.550.039.854.1editor-commands59.168.248.058.4