Flowise Engineering Benchmarks

Flowise · GitHub · Updated June 3, 2026

Flowise delivery benchmarks are based on 17 merged pull requests in the last 30 days (460 all-time), with 20.8 hours median cycle time, 0.0 hours median review time, and 6 active contributors. AI-related signals appear on 5.9% of recent work. PR volume is down -65% compared to the prior period.

Median Cycle Time
20.8h
PR open to merge
Median Review Time
0.0h
first review to approval
AI-Related Signals
5.9%
directional signal across recent PRs
Best Signal Fast Delivery
20.8h
Median cycle time of 20.8h
Watch Out Declining Cadence
-65%
PR volume down 65% vs prior period

Repo vs Flowise Average

-2.2pp
AI Signals
+0.2h
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

50.3h
with signals
140.6h
baseline
-64.2%
difference

PR Breakdown

16 with signals / 23 total PRs

Top AI Tools

gemini 11
claude 1

PR Type Breakdown

bugfix 9
unknown 3
feature 3
chore 1
ci 1

Recent Pull Requests

View PR Explorer
Title Author AI
Fix FLOWISE-703 yau-wd
Fix FLOWISE-597 yau-wd
Fix FLOWISE 596 yau-wd
Fix FLOWISE 453 yau-wd
fix: access to invited workspace 0xi4o

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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