Rocket.Chat Engineering Benchmarks

Rocket.Chat · GitHub · Updated July 28, 2026

Rocket.Chat delivery benchmarks are based on 201 merged pull requests in the last 30 days (1,090 all-time), with 23.9 hours median cycle time, 0.5 hours median review time, and 21 active contributors. AI-related signals appear on 97.5% of recent work. PR volume is up 35% compared to the prior period.

Median Cycle Time
23.9h
PR open to merge
Median Review Time
0.5h
first review to approval
AI-Related Signals
97.5%
directional signal across recent PRs
Best Signal AI Adoption
98%
98% of PRs are AI-assisted

Repo vs Rocket.Chat Average

+1.9pp
AI Signals
-0.4h
Cycle Time
-0.1h
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

60.4h
with signals
68.1h
baseline
-11.3%
difference

PR Breakdown

205 with signals / 208 total PRs

Top AI Tools

cubic 214
coderabbit 187
claude 11
claude_code 4
devin 2

PR Type Breakdown

unknown 87
chore 39
bugfix 34
refactor 21
test 13
feature 6

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 28 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