Rocket.Chat Engineering Benchmarks

Rocket.Chat · GitHub · Updated June 3, 2026

Rocket.Chat delivery benchmarks are based on 132 merged pull requests in the last 30 days (747 all-time), with 18.7 hours median cycle time, 0.6 hours median review time, and 17 active contributors. AI-related signals appear on 97.0% of recent work. PR volume is up 83% compared to the prior period.

Median Cycle Time
18.7h
PR open to merge
Median Review Time
0.6h
first review to approval
AI-Related Signals
97.0%
directional signal across recent PRs
Best Signal AI Adoption
97%
97% of PRs are AI-assisted

Repo vs Rocket.Chat Average

+1.4pp
AI Signals
-4.9h
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 negative
r = -0.42 (14 weeks)

Cycle Time by AI-Related Signals

52.9h
with signals
125.7h
baseline
-57.9%
difference

PR Breakdown

137 with signals / 139 total PRs

Top AI Tools

coderabbit 131
cubic 83
copilot 8
cursor 2

PR Type Breakdown

bugfix 46
chore 40
feature 20
refactor 14
test 6
unknown 5

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 16 hours, 27 minutes ago.

Updated daily from public GitHub pull requests.

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