Beautiful Soup
Leading#5 in Open sourcehigh confidence
The universally-adopted Python HTML/XML parser (beautifulsoup4, one of the most-downloaded packages ever) — the default for simple, static-page extraction.Our read
Why it ranks #5
One of the most-downloaded Python packages ever (~200M+ monthly PyPI downloads for beautifulsoup4); the default recommendation for simple HTML parsing in essentially every 2026 Python-scraping guide (ZenRows, ScraperAPI, Firecrawl).Here is the catch
cannot render JavaScript-driven content
no built-in HTTP fetching, concurrency or async — parsing only
slower than lxml on large documents; no native XPath
Does this well
extremely easy to learn with an intuitive API
handles malformed/messy HTML gracefully
near-universal tutorial coverage; pairs cleanly with Requests/HTTPX
Pricing
Checked by hand on 2026-07-23. Prices in this category change often — if this looks wrong, it probably is.
Key features
forgiving HTML/XML parsersimple, intuitive navigation & search APICSS-selector supportpluggable parser backends (lxml, html.parser)
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.
- 4PuppeteerGoogle's headless Chrome automation (~95k★) — ubiquitous and extremely mature for browser-driven scraping.
- 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.