Agent platforms · Updated 2026-10-25
Dify — what it is actually for
Dify is an open-source platform for building LLM applications with a visual workflow editor, RAG pipeline, agents, and observability. It can be self-hosted or used as Dify Cloud.
Short answer: use Dify when you need rag chatbots and internal knowledge apps. It is a open source + free cloud tier + subscription service from LangGenius; the official pricing source is linked below.
- Vendor
- LangGenius
- Category
- Agent platforms
- Pricing model
- Open source + free cloud tier + subscription
- Free option
- The community edition is free to self-host, and Dify Cloud has a free Sandbox.
What Dify is used for
- RAG chatbots and internal knowledge apps
- Visual workflow automation with LLM steps
- Self-hosted LLM application platforms
Source: official product page and official documentation.
Who Dify is for
- Teams that want low-code plus self-hosting
- RAG and internal knowledge applications
- Organizations that want to keep data in their infrastructure
Source: official documentation.
Who it is not for
- Teams that only want a code-first SDK
- Buyers who do not want to run any infrastructure
Source: documented plans, limits, and deployment model on the official product page.
Pricing
- The community edition is free to self-host.Source: dify.ai
- Dify Cloud Sandbox is free with 200 message credits.Source: dify.ai
- Professional is US$590 per workspace per year with 5,000 message credits per month; Team is US$1,590 per workspace per year with 10,000 credits per month; Enterprise is custom.Source: dify.ai
Cloud plans include message credits for trying built-in models; once used, you can switch to your own API keys.
Full pricing page: https://dify.ai/pricing
Alternatives to Dify
- n8n — Workflow automation platform with AI and agent nodes, available self-hosted or cloud.
- LangGraph — Low-level orchestration framework for stateful, long-running agents, plus a managed platform.
- CrewAI — Framework and platform for role-based multi-agent crews.
Official sources
Dify FAQ
Is Dify free?
Yes. The community edition is free to self-host, and Dify Cloud has a free Sandbox with 200 message credits.
What is Dify used for?
It is used to build LLM applications with visual workflows, RAG knowledge bases, agents, and observability.
Does Dify Cloud include model usage?
Cloud plans include a monthly message-credit allowance. After it is used, you can connect your own model API keys.