Trigger.Dev Engineering Benchmarks

Trigger.dev · GitHub · Updated July 28, 2026

Trigger.Dev delivery benchmarks are based on 188 merged pull requests in the last 30 days (979 all-time), with 3.1 hours median cycle time, 0.1 hours median review time, and 11 active contributors. AI-related signals appear on 11.7% of recent work. PR volume is up 4% compared to the prior period.

Median Cycle Time
3.1h
PR open to merge
Median Review Time
0.1h
first review to approval
AI-Related Signals
11.7%
directional signal across recent PRs
Best Signal Fast Delivery
3.1h
Median cycle time of 3.1h

Repo vs Trigger.dev Average

-2.7pp
AI Signals
+0.3h
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.

Top AI Coding Agents

Most active AI coding agents in the last 90 days.

Cycle Time by AI-Related Signals

20.9h
with signals
25.2h
baseline
-16.8%
difference

PR Breakdown

131 with signals / 193 total PRs

Top AI Tools

devin 105
coderabbit 59
claude 26
claude_code 2
cursor 2

PR Type Breakdown

unknown 56
bugfix 46
feature 42
chore 21
docs 10
ci 8

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 23 minutes ago.

Updated daily from public GitHub pull requests.

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