Open WebUI Engineering Benchmarks
AI & LLM Tools
GitHub
As of September 11, 2026, Open WebUI has 1,205 merged pull requests, 12.5 hours median cycle time, 0.6 hours median review time, and 43 active contributors in the last 90 days. AI-related signals appear on 12.8% of recent work.
PRs with AI-related signals take 52% 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
89.2h
with signals
58.5h
baseline
52.5%
difference
AI-Related Signals
29.9%
135 of 451 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Open Webui flagship | 1205 | 26.7% | 6.5h | 0.0h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 35 minutes ago.
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