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Tools · Comparison

Flowise vs Gumloop

Both are automation tools. Here is what separates them.

FlowiseGumloop
What it isDrag-and-drop building of language-model flows and agents, on top of LangChain.Node-based automation aimed at knowledge work — scraping, summarising, enriching and writing back.
CategoryAutomationAutomation
PricingFreemium · Open source · Cloud from $35/moFreemium · Free · from $97/mo
How it billsFlat monthlyFlat monthly
Free tierYesYes
RatingNot yet ratedNot yet rated
Features
  • Drag-and-drop flow builder
  • Deploy as API or embeddable widget
  • Document store and retrieval
  • Self-host in one container
  • LangChain concepts underneath
  • Visual node-based builder
  • Web scraping and extraction nodes
  • Language-model steps in-flow
  • Scheduled and webhook triggers
  • Sheet and CRM output
What works
  • Very fast prototyping
  • Concepts transfer to code later
  • Easy self-hosting
  • Handles judgement-shaped automation well
  • Good scraping primitives
  • Approachable builder
What does not
  • Complex flows become unreadable
  • Depends on LangChain’s churn
  • Limited production tooling
  • Expensive above the free tier
  • Credit consumption is hard to predict
  • Debugging long flows is painful

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