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Tools · Comparison

LangChain vs Make (Integromat) vs Zappr AI

All three are automation tools. Here is what separates them.

LangChainMake (Integromat)Zappr AI
What it isThe most widely used framework for building applications on language models, with tracing and evaluation alongside.Visual automation platform connecting apps and building complex workflows with AI assistance.The drag-and-drop AI Automation Engine that turns ideas into production-ready agents.
CategoryAutomationAutomationAutomation
PricingFreemium · Open source · LangSmith from $39/user/moFreemium · $9-$16/moFreemium
How it billsPer seatFlat monthlyNot published
Free tierYesYesYes
RatingNot yet rated4.4 from 3,200 reviewsNot yet rated
Features
  • Python and JavaScript libraries
  • LangGraph for stateful agents
  • LangSmith tracing and evaluation
  • Very wide integration coverage
  • Large community
  • Visual workflow builder
  • 1,500+ integrations
  • AI scenario creation
  • Conditional logic
  • Data transformation
  • Error handling
  • HTTP modules
  • Webhook support
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What works
  • Enormous ecosystem and documentation
  • Observability tooling is genuinely good
  • Model-agnostic
  • Powerful visual builder
  • Complex workflow support
  • Great value
  • Better than Zapier for complexity
  • Active community
  • Has a free tier, so it can be tried before paying
What does not
  • Abstractions add indirection
  • API has churned across versions
  • Easy to over-engineer with
  • Steeper learning curve
  • Can be complex
  • Fewer integrations than Zapier
  • Execution time limits
  • Does not publish a price on its own site, so the cost is only clear after signing up
  • 39 other tools in this catalogue claim to do the same job
  • The vendor describes it only briefly, so what it does is not fully clear from their own site
Visit LangChainVisit Make (Integromat)Visit Zappr AICompare more tools