Open WebUI Engineering Benchmarks
AI & LLM Tools
GitHub
As of July 27, 2026, Open WebUI has 941 merged pull requests, 13.4 hours median cycle time, 0.7 hours median review time, and 44 active contributors in the last 90 days. AI-related signals appear on 10.3% of recent work.
PRs with AI-related signals take 67% longer than the baseline.
Delivery Trend and AI Signals
PR Backlog (Humans)
Excludes AI agents and automation accounts.
PR Backlog (AI Agents)
AI coding agents only.
Cycle Time by AI-Related Signals
97.7h
with signals
58.7h
baseline
66.5%
difference
AI-Related Signals
23.0%
69 of 300 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Open Webui flagship | 941 | 22.2% | 17.3h | 0.2h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 37 minutes ago.
See Your Team's Benchmarks