Open Webui Engineering Benchmarks

Open WebUI · GitHub · Updated June 3, 2026

Open Webui delivery benchmarks are based on 107 merged pull requests in the last 30 days (754 all-time), with 21.8 hours median cycle time, 0.3 hours median review time, and 25 active contributors. AI-related signals appear on 12.2% of recent work. PR volume is up 53% compared to the prior period.

Median Cycle Time
21.8h
PR open to merge
Median Review Time
0.3h
first review to approval
AI-Related Signals
12.2%
directional signal across recent PRs
Best Signal Fast Delivery
21.8h
Median cycle time of 21.8h

Repo vs Open WebUI Average

+9.2pp
AI Signals
+11.2h
Cycle Time
-1.8h
Review Time

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

29.4h
with signals
60.7h
baseline
-51.5%
difference

PR Breakdown

13 with signals / 113 total PRs

Top AI Tools

copilot 8
ai copilot 1
claude 1

PR Type Breakdown

bugfix 68
feature 10
unknown 9
refactor 8
chore 7
docs 5

Recent Pull Requests

View PR Explorer
Title Author AI
refac tjbck
refac tjbck
refac tjbck
0.9.6 tjbck
fix: delete Qdrant points by ID so memory deletions don't o… Classic298

Methodology

Metrics are computed from merged pull request data synced daily from GitHub. AI-related metrics are directional signals inferred from pull request activity patterns and heuristics. Summary metrics use a 30-day rolling window; trends use a 90-day window. Last updated 16 hours, 27 minutes ago.

Updated daily from public GitHub pull requests.

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