Rocket.Chat Engineering Benchmarks

Rocket.Chat · GitHub · Updated October 26, 2026

Rocket.Chat delivery benchmarks are based on 258 merged pull requests in the last 30 days (1,637 all-time), with 17.1 hours median cycle time, 0.2 hours median review time, and 26 active contributors. AI-related signals appear on 96.9% of recent work. PR volume is up 79% compared to the prior period.

Median Cycle Time
17.1h
PR open to merge
Median Review Time
0.2h
first review to approval
AI-Related Signals
96.9%
directional signal across recent PRs
Best Signal AI Adoption
97%
97% of PRs are AI-assisted

Repo vs Rocket.Chat Average

+0.5pp
AI Signals
-6.8h
Cycle Time
-0.2h
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

68.3h
with signals
47.1h
baseline
44.9%
difference

PR Breakdown

288 with signals / 295 total PRs

Top AI Tools

coderabbit 222
cubic 196
claude_code 77
ai_generic 47
claude 7

PR Type Breakdown

unknown 237
chore 9
bugfix 7
test 2
ci 1
refactor 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, 41 minutes ago.

Updated daily from public GitHub pull requests.

See Your Team's Benchmarks

Get this analytics stack for your team

Connect GitHub and see cycle time, review bottlenecks, PR flow, and trend changes in minutes.

Connect Repos