Antiwork Engineering Benchmarks
E-Commerce
GitHub
As of October 26, 2026, Antiwork has 3,986 merged pull requests, 1.4 hours median cycle time, 0.1 hours median review time, and 5 active contributors in the last 90 days. AI-related signals appear on 57.7% of recent work.
PRs with AI-related signals take 77% 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
6.6h
with signals
3.8h
baseline
76.8%
difference
AI-Related Signals
72.3%
1455 of 2012 PRs show AI-related signals
Flagship Repositories
Repository Comparison
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 10 hours, 7 minutes ago.
See Your Team's Benchmarks