Deno Engineering Benchmarks

Deno · GitHub · Updated October 26, 2026

Deno delivery benchmarks are based on 18 merged pull requests in the last 30 days (2,671 all-time), with 3.4 hours median cycle time, 70.1 hours median review time, and 9 active contributors. AI-related signals appear on 22.2% of recent work. PR volume is down -45% compared to the prior period.

Median Cycle Time
3.4h
PR open to merge
Median Review Time
70.1h
first review to approval
AI-Related Signals
22.2%
directional signal across recent PRs
Best Signal Fast Delivery
3.4h
Median cycle time of 3.4h
Watch Out Review Pressure
70.1h
Median review time is 70.1h

Repo vs Deno Average

+4.3pp
AI Signals
-9.3h
Cycle Time
+66.4h
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

85.2h
with signals
31.8h
baseline
168.3%
difference

PR Breakdown

4 with signals / 20 total PRs

Top AI Tools

claude_code 3
claude 2
ai_generic 1

PR Type Breakdown

unknown 15
bugfix 2
feature 1

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 3 hours, 42 minutes ago.

Updated daily from public GitHub pull requests.

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