FirecrawlvsUnstructured

Full side-by-side comparison — features, pricing, platforms, and which one wins in 2026.

Firecrawl

Data & ETL

Turn websites into LLM-ready markdown or structured data

Full review →Website ↗

Unstructured

Data & ETL

ETL for unstructured data — PDFs, images, HTML to LLM-ready

Full review →Website ↗
FeatureFirecrawlUnstructured
CategoryData & ETLData & ETL
PricingFree (open-source) + CloudFree (open-source) + API
GitHub Stars
✓ More stars
20k
9k
PlatformsLinux, macOS, Docker, WebLinux, macOS, Docker
Key Features
  • ✓ Web scraping
  • ✓ Markdown conversion
  • ✓ Crawling
  • ✓ JavaScript rendering
  • ✓ API
  • ✓ PDF parsing
  • ✓ Image extraction
  • ✓ HTML processing
  • ✓ Chunking
  • ✓ Multi-format
Pros
  • + LLM-optimized output
  • + Handles JavaScript sites
  • + Clean markdown conversion
  • + API + self-hosted options
  • + Fast crawling
  • + Best document parsing quality
  • + Supports every format
  • + RAG-optimized output
  • + Active development
  • + API + local options
Cons
  • − Cloud pricing per page
  • − Self-hosted needs resources
  • − Some sites block crawlers
  • − Rate limiting on free tier
  • − Heavy dependencies
  • − Slow for large document sets
  • − API pricing per page
  • − Complex configuration
Tags
scrapingwebmarkdownopen-source
etldocumentsparsingopen-source

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