FirecrawlvsHaystack

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

Haystack

Data & ETL

Open-source LLM framework for building NLP pipelines

FeatureFirecrawlHaystack
CategoryData & ETLData & ETL
PricingFree (open-source) + CloudFree (open-source)
GitHub Stars
More stars
20k
18k
PlatformsLinux, macOS, Docker, WebLinux, macOS, Windows, Docker
Key Features
  • Web scraping
  • Markdown conversion
  • Crawling
  • JavaScript rendering
  • API
  • Pipeline builder
  • RAG
  • Document processing
  • Model serving
  • REST API
Pros
  • + LLM-optimized output
  • + Handles JavaScript sites
  • + Clean markdown conversion
  • + API + self-hosted options
  • + Fast crawling
  • + Production-grade RAG pipelines
  • + Clean pipeline abstraction
  • + Strong documentation
  • + Multiple backend support
  • + Enterprise ready
Cons
  • Cloud pricing per page
  • Self-hosted needs resources
  • Some sites block crawlers
  • Rate limiting on free tier
  • Steeper learning curve than LlamaIndex
  • Less community content
  • Breaking changes between versions
  • Heavy framework
Tags
scrapingwebmarkdownopen-source
ragnlppipelineopen-source

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