Gumroad Engineering Benchmarks
Gumroad delivery benchmarks are based on 329 merged pull requests in the last 30 days (2,963 all-time), with 3.4 hours median cycle time, 0.1 hours median review time, and 4 active contributors. AI-related signals appear on 56.2% of recent work. PR volume is down -72% compared to the prior period.
Repo vs Antiwork Average
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
PR Breakdown
Top AI Tools
PR Type Breakdown
Recent Pull Requests
View PR Explorer| Title | Author | AI |
|---|---|---|
| Show download file list next to the review card | gumclaw | — |
| Drop the envelope icon from Send to the rest | gianfrancopiana | — |
| Let sellers send an incomplete email to the rest of its aud… | gianfrancopiana | — |
| Lead the incomplete-send sentence with what the seller does… | gianfrancopiana | — |
| Show sellers when an email blast is still sending, waiting,… | gianfrancopiana | — |
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 2 hours, 3 minutes ago.
Updated daily from public GitHub pull requests.
See Your Team's Benchmarks