Flowise Engineering Benchmarks

Flowise · GitHub · Updated July 28, 2026

Flowise delivery benchmarks are based on 13 merged pull requests in the last 30 days (481 all-time), with 23.0 hours median cycle time, 0.1 hours median review time, and 2 active contributors. AI-related signals appear on 0.0% of recent work. PR volume is up 44% compared to the prior period.

Median Cycle Time
23.0h
PR open to merge
Median Review Time
0.1h
first review to approval
AI-Related Signals
0.0%
directional signal across recent PRs
Best Signal Fast Delivery
23.0h
Median cycle time of 23.0h

Repo vs Flowise Average

-7.5pp
AI Signals
+2.4h
Cycle Time
+0.0h
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

28.0h
with signals
119.8h
baseline
-76.6%
difference

PR Breakdown

5 with signals / 14 total PRs

Top AI Tools

gemini 5

PR Type Breakdown

bugfix 8
unknown 5

Recent Pull Requests

View PR Explorer

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 28 minutes ago.

Updated daily from public GitHub pull requests.

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