Scrapy vs Playwright: Which to Choose for Web Scraping in 2026

Two of the most popular Python scraping tools take fundamentally different approaches. Scrapy is a full-featured crawling framework. Playwright is a browser automation library. Both can scrape websites, but they excel in very different scenarios. Let's compare them head-to-head so you can pick the right tool for your project. Architecture Differences Scrapy sends raw HTTP requests and parses the HTML response. It never renders JavaScript. Think of it as a very fast, very smart curl . Playwright controls a real browser (Chromium, Firefox, or WebKit). It renders the full page including JavaScript, CSS, and dynamic content. Feature Comparison Feature Scrapy Playwright JavaScript rendering ❌ No ✅ Yes Speed ★★★★★ ★★ Memory usage Low (~50MB) High (~300MB+) Built-in crawling ✅ Yes ❌ No Middleware/pipelines ✅ Yes ❌ No Concurrent requests Hundreds 5-20 tabs Learning curve Medium Low Anti-bot bypass Limited Better Scrapy: When Speed Matters Scrapy shines when scraping static or server-rendered p