LangGraph
coding
Graph-based orchestration for stateful, controllable LLM agents.
Pricing
Free plan
Rating
—
Votes
0
Head-to-head comparison
LangGraph vs Dify
Compare LangGraph and Dify side by side across pricing, features, ratings, pros, cons, best-fit use cases, and alternatives.
Dify
coding
Open-source platform for building production-ready LLM apps and agents.
Pricing
Free plan
Rating
—
Votes
0
Feature comparison
Feature
LangGraph
Dify
Category
coding
coding
Pricing
Free plan
Free plan
Free plan
API access
Mobile app
Browser extension
Team collaboration
Custom training
Self-hosted option
Offline mode
Multi-language support
LangGraph pros and cons
Explicit, debuggable control over agent state and flow
MIT-licensed core, free to self-host
Model-agnostic, not tied to one LLM vendor
Strong support for cycles, checkpointing, and human-in-the-loop
Steeper learning curve than high-level agent builders
Requires comfort with graph and state concepts
Paid platform and observability are separate products
Dify pros and cons
Genuinely open-source and self-hostable for strong data control
All-in-one: workflow, RAG, agents, and prompt IDE in one workspace
Low-code visual canvas lowers the barrier to building
Broad model and provider support, including self-hosted models
License is not fully permissive; multi-tenant resale and branding removal are prohibited
Real cost is dominated by separate LLM token spend, not the platform fee
Message-credit model on paid tiers can feel limiting at scale
Which one should you choose?
Best overall signal
LangGraph
Selected using Toolglade popularity signals such as views and votes.
Best value signal
LangGraph
Selected using free-plan availability and engagement signals.
Best for
LangGraph
- stateful multi-agent systems
- human-in-the-loop workflows
- production agent control
- long-running agent tasks
- Engineering teams building production agents
Dify
- building AI agents fast
- self-hosted RAG apps
- visual LLM workflows
- teams needing data control
- Teams building LLM apps and agents quickly
FAQ
Is LangGraph better than Dify?
It depends on your use case. Compare category fit, pricing, feature availability, and ratings before choosing.
Which tool has a free plan?
LangGraph and Dify offer a free plan based on current Toolglade data.