Trigger.Dev Engineering Benchmarks

Trigger.dev · GitHub · Updated September 11, 2026

Trigger.Dev delivery benchmarks are based on 208 merged pull requests in the last 30 days (1,282 all-time), with 5.0 hours median cycle time, 0.1 hours median review time, and 14 active contributors. AI-related signals appear on 6.3% of recent work. PR volume is up 26% compared to the prior period.

Median Cycle Time
5.0h
PR open to merge
Median Review Time
0.1h
first review to approval
AI-Related Signals
6.3%
directional signal across recent PRs
Best Signal Fast Delivery
5.0h
Median cycle time of 5.0h

Repo vs Trigger.dev Average

-5.6pp
AI Signals
+1.5h
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.

Top AI Coding Agents

Most active AI coding agents in the last 90 days.

AI Signals vs Cycle Time

Correlation

moderate positive
r = 0.38 (14 weeks)

Cycle Time by AI-Related Signals

24.3h
with signals
23.5h
baseline
3.3%
difference

PR Breakdown

113 with signals / 226 total PRs

Top AI Tools

devin 91
coderabbit 56
claude 8
claude_code 4
cursor 3

PR Type Breakdown

unknown 110
feature 35
bugfix 27
chore 18
refactor 9
ci 4

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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