Web Scraping API Benchmarks 2026 — Real Performance Data

Most scraping API comparisons are based on marketing pages. Providers cherry-pick their best numbers, hide the failures, and leave you guessing which tool actually works when you point it at a real target. This one is different. All the data below comes from ScrapeOps' independent benchmark suite , which tests scraping APIs against 28 real websites — from easy targets like Amazon to nightmares like LinkedIn (difficulty score: 95/100). The benchmarks measure success rates, latency, cost per 1,000 requests, and even browser fingerprint quality. Let's look at what the numbers actually say. Methodology ScrapeOps runs automated benchmarks against real websites on an ongoing basis. Each provider is tested under identical conditions: Same target URLs across all providers Same request volume per test run Success = HTTP 200 with valid content (not just a status code) Cost calculated as actual credits consumed , not theoretical pricing Latency measured as time to successful response The benchmar