Polar.sh Engineering Benchmarks
Billing & Payments
GitHub
As of June 3, 2026, Polar.sh has 2,918 merged pull requests, 0.3 hours median cycle time, 0.4 hours median review time, and 22 active contributors in the last 90 days. AI-related signals appear on 16.6% of recent work.
PRs with AI-related signals take 23% 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.
Top AI Coding Agents
Most active AI coding agents in the last 90 days.
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copilot-swe-agent
30 PRs (100.0%)
Cycle Time by AI-Related Signals
14.7h
with signals
11.9h
baseline
23.3%
difference
AI-Related Signals
27.8%
393 of 1414 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Polar flagship | 2808 | 30.5% | 1.2h | 0.2h |
| Polar Adapters | 98 | 0.0% | 0.0h | 0.0h |
| Polar JS | 6 | 0.0% | 0.0h | 0.0h |
| Polar Python | 6 | 0.0% | 0.7h | 2.6h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 16 hours, 24 minutes ago.
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