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Comparison

Scrapy vs Crawlee

Compare Scrapy and Crawlee - Python vs. Node.js open-source web scraping frameworks for developers.

Scrapy

8.4/10Overall Rating

Mature, battle-tested Python web scraping framework with middleware, pipelines, and the largest scraping community.

Best For

Python developers building large-scale, production-grade scraping systems.

Pricing

Free (open-source).

Pros

  • +Most mature scraping framework with 10+ years of production use.
  • +Extensive middleware and pipeline ecosystem for custom workflows.
  • +Large Python community with abundant tutorials and extensions.

Cons

  • -No built-in browser rendering - needs Splash or Playwright plugins.
  • -Python's async model is less intuitive than Node.js for some developers.
  • -Deployment and scaling require additional tooling.

Crawlee

8.5/10Overall Rating

Modern Node.js/TypeScript web scraping framework by Apify with built-in browser support and cloud deployment options.

Best For

Node.js developers who need browser-first scraping with modern tooling.

Pricing

Free (open-source); Apify cloud deployment available.

Pros

  • +Native Puppeteer and Playwright support for JavaScript-heavy sites.
  • +TypeScript-first with excellent type safety and developer experience.
  • +Seamless deployment to Apify cloud for managed execution.

Cons

  • -Younger project with a smaller community than Scrapy.
  • -Node.js ecosystem has fewer data processing libraries than Python.
  • -Apify cloud deployment creates some platform coupling.

Detailed Comparison

Features

Scrapy8/10
Crawlee9/10

Crawlee has better browser integration out of the box. Scrapy has a more mature middleware and pipeline ecosystem.

Pricing

Scrapy10/10
Crawlee10/10

Both are completely free and open-source. Infrastructure costs depend on your own deployment choices.

Ease of Use

Scrapy7/10
Crawlee8/10

Crawlee's TypeScript support and modern API are slightly more developer-friendly. Scrapy's patterns are well-established but older.

Output Quality

Scrapy8/10
Crawlee8/10

Both produce reliable scraping results. Crawlee handles JavaScript-heavy sites better natively; Scrapy excels at high-throughput HTTP crawling.

Verdict

Choose Scrapy for Python-based projects and high-throughput HTTP crawling, or Crawlee for Node.js/TypeScript projects that need native browser automation.

Last updated: 2025-12

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