LangflowvsFirecrawl

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

Langflow

Automation Platforms

Visual framework for building multi-agent AI apps

Firecrawl

Data & ETL

Turn websites into LLM-ready markdown or structured data

FeatureLangflowFirecrawl
CategoryAutomation PlatformsData & ETL
PricingFree (open-source) + CloudFree (open-source) + Cloud
GitHub Stars
More stars
35k
20k
PlatformsLinux, macOS, Windows, Docker, WebLinux, macOS, Docker, Web
Key Features
  • Visual builder
  • Drag-and-drop
  • Component library
  • API export
  • Multi-model
  • Web scraping
  • Markdown conversion
  • Crawling
  • JavaScript rendering
  • API
Pros
  • + Intuitive visual builder
  • + LangChain ecosystem integration
  • + Easy prototyping
  • + Export as Python code
  • + Growing component library
  • + LLM-optimized output
  • + Handles JavaScript sites
  • + Clean markdown conversion
  • + API + self-hosted options
  • + Fast crawling
Cons
  • Tied to LangChain ecosystem
  • Limited for very custom logic
  • Can be slow for complex flows
  • Still maturing
  • Cloud pricing per page
  • Self-hosted needs resources
  • Some sites block crawlers
  • Rate limiting on free tier
Tags
no-codevisuallangchainopen-source
scrapingwebmarkdownopen-source

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