FlowisevsFirecrawl

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

Flowise

Automation Platforms

Drag-and-drop LLM flow builder

Firecrawl

Data & ETL

Turn websites into LLM-ready markdown or structured data

FeatureFlowiseFirecrawl
CategoryAutomation PlatformsData & ETL
PricingFree (open-source) + CloudFree (open-source) + Cloud
GitHub Stars
More stars
35k
20k
PlatformsmacOS, Linux, Windows, DockerLinux, macOS, Docker, Web
Key Features
  • Visual flow builder
  • LangChain integration
  • Chatbot builder
  • Agent flows
  • API endpoints
  • Custom tools
  • Web scraping
  • Markdown conversion
  • Crawling
  • JavaScript rendering
  • API
Pros
  • + No-code visual builder
  • + LangChain/LlamaIndex integration
  • + Easy deployment
  • + Good for prototyping
  • + Active community
  • + LLM-optimized output
  • + Handles JavaScript sites
  • + Clean markdown conversion
  • + API + self-hosted options
  • + Fast crawling
Cons
  • Limited for complex custom logic
  • Can be buggy with some nodes
  • Documentation gaps
  • Less flexible than code
  • Cloud pricing per page
  • Self-hosted needs resources
  • Some sites block crawlers
  • Rate limiting on free tier
Tags
open-sourceno-codelangchainchatbotvisual
scrapingwebmarkdownopen-source

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