Analytics Engineering Benchmarks
Analytics delivery benchmarks are based on 41 merged pull requests in the last 30 days (644 all-time), with 19.3 hours median cycle time, 3.8 hours median review time, and 9 active contributors. AI-related signals appear on 2.4% of recent work. PR volume is up 3% compared to the prior period.
Repo vs Plausible Average
Delivery Trend and AI Signals
PR Backlog (Humans)
Excludes AI agents and automation accounts.
PR Backlog (AI Agents)
AI coding agents only.
AI Signals vs Cycle Time
Correlation
Cycle Time by AI-Related Signals
PR Breakdown
Top AI Tools
PR Type Breakdown
Recent Pull Requests
View PR Explorer| Title | Author | AI |
|---|---|---|
| Tighten spacing and typography on sites and settings pages | sanne-san | — |
| Fix the license link in the README | metmarkosaric | — |
| [Team Deletions] Chunk eligible inserts | aerosol | — |
| [Team Deletions] Clear stale stats regardless of deletion r… | aerosol | — |
| Fix typos and a dead link in docs | olitreadwell | — |
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 2 hours, 2 minutes ago.
Updated daily from public GitHub pull requests.
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