Google Maps Scraping API Benchmark 2026: Which Tool Extracts Business Data Fastest?

Google Maps holds 250+ million business listings. Leads, contact data, reviews, hours, locations — all sitting there in structured form, rendered in a browser. The question isn't whether you want that data. It's how you get it without losing your IP, your sanity, or your API budget. This benchmark compares three approaches — direct scraping, proxy APIs, and dedicated Google Maps scrapers — using real performance data sourced from ScrapeOps' independent website benchmark suite . No vendor marketing numbers. Just results from automated tests run against real infrastructure. Why Google Maps Is a Nightmare to Scrape Before the numbers, let's establish why Google Maps earns a difficulty score of 90/100 on the ScrapeOps benchmark index . It's not just that it's a big site. It's that Google has layered every anti-bot mechanism available, and the Maps product specifically has a few extra traps. 1. Dynamic JavaScript Rendering Google Maps is a fully client-side application. There is no useful H