Polar.sh Engineering Benchmarks
Billing & Payments
GitHub
As of September 11, 2026, Polar.sh has 4,310 merged pull requests, 0.6 hours median cycle time, 0.1 hours median review time, and 14 active contributors in the last 90 days. AI-related signals appear on 44.3% of recent work.
PRs with AI-related signals take 88% 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
36 PRs (100.0%)
Cycle Time by AI-Related Signals
18.3h
with signals
9.7h
baseline
87.8%
difference
AI-Related Signals
97.2%
1191 of 1226 PRs show AI-related signals
Flagship Repositories
Repository Comparison
| Repository | PRs | AI Signals | Cycle Time | Review Time |
|---|---|---|---|---|
| Polar flagship | 4196 | 88.6% | 1.4h | 0.1h |
| Polar Adapters | 100 | 0.0% | 15.6h | 3.1h |
| Polar JS | 7 | 0.0% | 0.0h | 0.0h |
| Polar Python | 7 | 0.0% | 0.0h | 0.0h |
Updated daily from public GitHub pull requests. Source: Tformance Open Source Analytics, updated 1 hour, 53 minutes ago.
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