Comparisons
BeautifulSoup vs Playwright vs Scrapy: Choosing the Right Python Scraping Framework
A comprehensive decision guide comparing lightweight static parsing (BeautifulSoup), high-speed distributed crawling (Scrapy), and full browser automation (Playwright).
Framework Comparison Matrix
1. BeautifulSoup + httpx: Best for static HTML, minimal CPU usage, ultra-fast. 2. Scrapy: Best for crawling millions of static pages with built-in pipelines. 3. Playwright / Crawl4AI: Best for heavy JavaScript SPAs, bot-protected websites, and LLM markdown extraction.
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