LangGraph vs Dify
LangChain's open-source framework for building stateful, controllable multi-agent applications as graphs. LangGraph gives developers precise control over agent flow, memory and human-in-the-loop steps — a leading free toolkit for reliable, production agents.
🧠 Expert verdict
Our expert verdict: LangGraph and Dify are very evenly matched at 4.6/5, so the right pick comes down to your priorities, and it stands out for "Precise control over agent flow". Choose LangGraph if you want the best agents tool overall, especially for reliable production agents; pick Dify if its pricing or specific features matters more for your workflow.
LangGraph
LangChain's open-source framework for building stateful, controllable multi-agent applications as graphs. LangGraph gives developers precise control over agent flow, memory and human-in-the-loop steps — a leading free toolkit for reliable, production agents.
Dify
Open-source LLM app development platform — build AI workflows, chatbots and agents visually.
LangGraph
✅ Pros
- +Precise control over agent flow
- +Stateful, graph-based agents
- +Human-in-the-loop support
- +Open source and free
- +Production-proven at scale
❌ Cons
- −For developers
- −Learning curve
- −More setup than simple frameworks
- −Python/JS knowledge needed
🎯 Best for — LangGraph
🏷️ Tags — LangGraph
Our Verdict
LangGraph and Dify are equally matched — your choice depends on your specific use case and budget.
Expert take on each tool
📌 LangGraph
LangGraph is a leading open-source framework for building reliable, stateful multi-agent apps with precise control over flow and human-in-the-loop steps. The go-to free toolkit for developers who need production-grade agent orchestration.
❓ Frequently Asked Questions
Which is better: LangGraph or Dify?
LangGraph and Dify are rated equally (4.6/5), so the better choice depends on your specific use case, pricing preference, and feature needs — see the full comparison above for details.
Is LangGraph or Dify cheaper?
LangGraph (Free / Open Source) is generally more budget-friendly than Dify (Free / $59/mo). If cost is your main concern, LangGraph is worth trying first — but compare the feature sets above to confirm it covers what you need.
Can I switch from LangGraph to Dify?
Yes — switching between LangGraph and Dify is usually straightforward since both are agents tools with similar core workflows. Most users can export their data and get started with Dify within a day; just check Dify's free plan before committing to a paid tier.