Analytics Engineering Benchmarks

Plausible · GitHub · Updated June 3, 2026

Analytics delivery benchmarks are based on 68 merged pull requests in the last 30 days (507 all-time), with 4.8 hours median cycle time, 2.0 hours median review time, and 10 active contributors. AI-related signals appear on 0.0% of recent work. PR volume is up 74% compared to the prior period.

Median Cycle Time
4.8h
PR open to merge
Median Review Time
2.0h
first review to approval
AI-Related Signals
0.0%
directional signal across recent PRs
Best Signal Fast Delivery
4.8h
Median cycle time of 4.8h

Repo vs Plausible Average

-0.4pp
AI Signals
-7.3h
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

32.5h
baseline

PR Breakdown

0 with signals / 72 total PRs

Recent Pull Requests

View PR Explorer
Title Author AI
Update router aerosol
Live session aerosol
Exploration UI refactor zoldar
Update readme screenshot to new UI Hricha-Shandily
live demo new cta metmarkosaric

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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