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Dify vs Relevance AI vs Zappr AI

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

DifyRelevance AIZappr AI
What it isDify is the platform for production-ready agentic workflows. Build agents, knowledge pipelines, models, and tools on one canvas, deployable on Cloud, in your VPC, or self-hosted.Deliver maximum ROI through optimized specialist agents. Build agents for sales, customer success, marketing and HR, and run millions of daily tasks on one platform.The drag-and-drop AI Automation Engine that turns ideas into production-ready agents.
CategoryAutomationAutomationAutomation
PricingFreemium · Open source · Cloud from $59/moFreemium · Free · from $19/moFreemium
How it billsFlat monthlyFlat monthlyNot published
Free tierYesYesYes
RatingNot yet ratedNot yet ratedNot yet rated
Features
  • Visual workflow canvas
  • Built-in RAG pipeline and datasets
  • Agent building with tools
  • Self-hostable
  • Prompt versioning and monitoring
  • Agents with roles, tools and memory
  • Multi-agent handoffs
  • No-code builder
  • Tool and API integration
  • Scheduled and triggered runs
What works
  • Visual building without giving up self-hosting
  • RAG works out of the box
  • Active development
  • Approachable model for multi-step automation
  • Good tool integration
  • Fast to a working agent
  • Has a free tier, so it can be tried before paying
What does not
  • Documentation lags the features
  • Self-hosting needs infrastructure
  • Less flexible than writing code
  • Agent metaphor hides real complexity
  • Costs scale with runs
  • Debugging failures is awkward
  • 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
Dify vs Relevance AI vs Zappr AI — AI Trends Tools