Framework Engineering Benchmarks

Laravel · GitHub · Updated September 11, 2026

Framework delivery benchmarks are based on 184 merged pull requests in the last 30 days (1,505 all-time), with 5.6 hours median cycle time, 0.4 hours median review time, and 68 active contributors. AI-related signals appear on 2.2% of recent work. PR volume is down -11% compared to the prior period.

Median Cycle Time
5.6h
PR open to merge
Median Review Time
0.4h
first review to approval
AI-Related Signals
2.2%
directional signal across recent PRs
Best Signal Fast Delivery
5.6h
Median cycle time of 5.6h

Repo vs Laravel Average

+0.7pp
AI Signals
-1.5h
Cycle Time
-0.3h
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

7.5h
with signals
15.3h
baseline
-50.8%
difference

PR Breakdown

6 with signals / 187 total PRs

Top AI Tools

claude 4
gpt4 1

PR Type Breakdown

unknown 93
bugfix 47
feature 33
test 5
refactor 4
chore 2

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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