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Open WebUI Engineering Benchmarks

AI & LLM Tools GitHub
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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

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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