# Don't Trust the Marketing Page: Score Your Proxy Provider's IP Quality in ~60 Lines of Python

Subtitle: Every provider claims "clean residential IPs". After the 2026 outage wave I trust none of them — I test. Here's the scorer I run before putting money on any network: latency, fraud score, an