Open WebUI Engineering Benchmarks
AI & LLM Tools
GitHub
As of October 26, 2026, Open WebUI has 2,086 merged pull requests, 9.5 hours median cycle time, 0.6 hours median review time, and 41 active contributors in the last 90 days. AI-related signals appear on 29.8% of recent work.
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
35.3h
with signals
36.8h
baseline
-4.1%
difference
AI-Related Signals
45.3%
513 of 1133 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Open Webui flagship | 2086 | 57.4% | 5.2h | 16.1h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 2 hours, 40 minutes ago.
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