Polar Adapters Engineering Benchmarks

Polar.sh · GitHub · Updated September 11, 2026

Polar Adapters delivery benchmarks are based on 2 merged pull requests in the last 30 days (100 all-time), with 15.6 hours median cycle time, 3.1 hours median review time, and 1 active contributors. AI-related signals appear on 0.0% of recent work.

polar-adapters merged 24 PRs in the past 30 days with 33.33% showing AI-related signals. Median cycle time is 14.05 hours.
Median Cycle Time
15.6h
PR open to merge
Median Review Time
3.1h
first review to approval
AI-Related Signals
0.0%
directional signal across recent PRs
Best Signal Fast Delivery
15.6h
Median cycle time of 15.6h

Repo vs Polar.sh Average

-44.3pp
AI Signals
+15.0h
Cycle Time
+3.0h
Review Time

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

15.6h
baseline

PR Breakdown

0 with signals / 2 total PRs

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, 40 minutes ago.

Updated daily from public GitHub pull requests.

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