Puppeteer
Leading#4 in Open sourcehigh confidence
Google's headless Chrome automation (~95k★) — ubiquitous and extremely mature for browser-driven scraping.Our read
Why it ranks #4
~95k★, maintained by the Chrome team — among the highest star counts in the category; 2026 comparisons still frame it as the right tool for Chrome-only automation despite Playwright's rise.Here is the catch
no native WebKit/Safari; only experimental Firefox
JavaScript/TypeScript only — no official Python/Java/.NET
lacks native auto-waiting, so scripts are more flake-prone
Does this well
mature, deeply Chrome-aligned API
leaner than Playwright for Chromium-only work
excellent for PDF/screenshot/stealth-scraping use cases
Pricing
Checked by hand on 2026-07-23. Prices in this category change often — if this looks wrong, it probably is.
Key features
Chrome/Chromium automation via CDPPDF generation & screenshot captureheadless browser scrapinglean, Chrome-first install
Sources we read
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.
- 3PlaywrightMicrosoft's cross-browser automation (~93k★) — the modern default for scraping JS-heavy, dynamically-rendered sites.
- 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.