Playwright vs Selenium: Which Web Scraping Tool Should You Use?

In the context of web scraping, Playwright is recommended for most new projects due to its speed and reliability, primarily because of its auto-waiting feature that reduces flaky failures common in Selenium's explicit-wait code. Playwright's browser context isolation allows for efficient parallel scraping without excessive memory use. Conversely, Selenium is favored for legacy systems, wide browser and language compatibility, and when teams have existing expertise in the WebDriver protocol. Both Playwright and Selenium are capable of rendering JavaScript-heavy pages, which plain HTTP scrapers cannot handle. For static, high-volume pages without JavaScript, Scrapy is more efficient as it doesn't involve the overhead of running a browser. Managed APIs like Context.dev are suggested when the focus is on obtaining clean, LLM-ready data, as they simplify the process by handling JavaScript rendering, anti-bot measures, and structured output, allowing teams to concentrate on data rather than maintaining browser infrastructure.

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