Antiwork logo

Antiwork Engineering Benchmarks

E-Commerce GitHub
See Your Team's Benchmarks

As of September 11, 2026, Antiwork has 2,998 merged pull requests, 1.7 hours median cycle time, 0.1 hours median review time, and 9 active contributors in the last 90 days. AI-related signals appear on 55.5% of recent work.

PRs with AI-related signals take 10% longer than the baseline.

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

8.9h
with signals
8.1h
baseline
10.2%
difference

AI-Related Signals

69.1%
1252 of 1813 PRs show AI-related signals

Repository Comparison

Repository PRs AI Signals Cycle Time Review Time
Flexile 29 0.0% 0.0h 0.0h
Gumroad flagship 2963 56.2% 3.4h 0.1h
Helper 6 0.0% 0.0h 0.0h

Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 17 minutes ago.

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