Polar.sh Engineering Benchmarks
Billing & Payments
GitHub
As of July 27, 2026, Polar.sh has 3,728 merged pull requests, 0.5 hours median cycle time, 0.1 hours median review time, and 14 active contributors in the last 90 days. AI-related signals appear on 36.1% of recent work.
PRs with AI-related signals take 27% 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
31 PRs (100.0%)
Cycle Time by AI-Related Signals
14.0h
with signals
11.0h
baseline
27.3%
difference
AI-Related Signals
71.7%
1022 of 1426 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Polar flagship | 3616 | 93.7% | 1.0h | 0.1h |
| Polar Adapters | 98 | 0.0% | 0.0h | 0.0h |
| Polar JS | 7 | 0.0% | 0.2h | 0.0h |
| Polar Python | 7 | 0.0% | 0.2h | 0.0h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 22 hours, 41 minutes ago.
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