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ScrapeGraphAI vs Scrapeless

ScrapeGraphAIScrapeless

Bottom line: ScrapeGraphAI for developers; Scrapeless for developers.

ScrapeGraphAIScrapeGraphAI

Natural-language web scraping that extracts structured data with LLMs

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ScrapelessScrapeless

Managed browser and scraping API built to beat modern anti-bot defenses

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Votes00
PricingFreemiumPaid
CategoryWeb ScrapingWeb Scraping
Tags
web-scrapingllmdata-extractionopen-sourceapi
web-scrapingbrowser-automationcaptcha-solvingproxyai-agents
Best for
  • developers
  • data engineers
  • AI pipeline builders
  • developers
  • data engineering teams
  • AI agent builders
Pros
  • Natural-language extraction, no selectors
  • Open-source library with 20,000+ stars
  • Cloud API for teams avoiding infrastructure
  • Resilient to page structure changes
  • Supports multiple LLM backends
  • Real-browser rendering for JS-heavy sites
  • Built-in CAPTCHA automation
  • Automatic IP rotation and proxy management
  • Designed for modern anti-bot defenses
  • API-first for developers
Cons
  • LLM extraction can be less precise than hand-coded scrapers
  • Credit-based costs add up at scale
  • Requires volume estimation to control spend
  • Extraction and prompted search cost more credits
  • Best suited to developers
  • No free plan
  • Crowded market with strong incumbents
  • Anti-bot success varies by target site
  • Costs scale with volume and rendering
  • Limited GUI for non-developers

Comparison generated from each tool's listing. Add or remove tools above to change it.