Playwright
Leading#3 in Open sourcehigh confidence
Microsoft's cross-browser automation (~93k★) — the modern default for scraping JS-heavy, dynamically-rendered sites.Our read
Why it ranks #3
~93k★, backed by Microsoft; in 2026 widely declared the default recommendation for both E2E testing and browser-based scraping of JavaScript-heavy sites (Firecrawl, Scrapfly).Here is the catch
heavy resource footprint (full browser per session)
an automation/testing tool — no built-in crawl queue/pipeline
browser-based scraping is slower and costlier at scale
Does this well
true cross-browser support
robust auto-waiting reduces flaky selectors
genuine first-class multi-language support (not just JS)
Pricing
Checked by hand on 2026-07-23. Prices in this category change often — if this looks wrong, it probably is.
Key features
drives Chromium, WebKit & Firefox out of the boxnative auto-waiting for elementsfirst-class Python/.NET/Java/JS clientsnetwork interception & proxy config
Quick facts
More in this area
The rest of the Open source column.- 1Crawl4AIThe de-facto king of open-source AI web scraping (~74.8k★) — LLM-friendly crawler turning pages into clean Markdown/JSON for RAG and agent pipelines.
- 2ScrapyThe classic, most battle-tested production Python crawling framework (~63.4k★) — unmatched for large, structured crawls at scale.
- 4PuppeteerGoogle's headless Chrome automation (~95k★) — ubiquitous and extremely mature for browser-driven scraping.
- 5Beautiful SoupThe universally-adopted Python HTML/XML parser (beautifulsoup4, one of the most-downloaded packages ever) — the default for simple, static-page extraction.
- 6ScraplingFast-rising adaptive Python scraper (~71k★) that auto-heals when sites change and includes Cloudflare bypass — a genuine 2025-26 breakout.
- 7CrawleeApify's all-in-one Node.js scraping library (~25k★) wrapping Puppeteer/Playwright/Cheerio — the strongest JavaScript all-rounder.