vs
LangGraph vs Google ADK
Side-by-side comparison of LangGraph and Google ADK — features, pricing, performance scores, and which to choose for your AI agents.
View All Framework ComparisonsQuick Verdict
| Dimension | LangGraph | Google ADK | Winner |
|---|---|---|---|
Ease of Use | 3/5 | 4/5 | Google ADK |
Scalability | 5/5 | 4/5 | LangGraph |
Documentation | 4/5 | 4/5 | Tie |
Community | 4/5 | 3/5 | LangGraph |
Performance | 5/5 | 4/5 | LangGraph |
Overall: LangGraph wins 3 categories, Google ADK wins 1, 1 tied
Feature Comparison
| Feature | LangGraph | Google ADK |
|---|---|---|
| Primary Language | Python | Python |
| License | MIT | Apache-2.0 |
| Pricing | Open Source + Commercial | Open Source + Cloud |
| GitHub Stars | 19,900 | 7,500 |
| Difficulty | Advanced | Intermediate |
| Enterprise Ready | ||
| Community Size | Large | Medium |
| Category | Multi-Agent Systems | Multi-Agent Systems |
Pros & Cons
LangGraph
Advantages
Full control over agent behavior with low-level primitives
Excellent for complex non-linear workflows
Built-in state persistence and memory management
Production-proven by major companies (Klarna Uber LinkedIn)
Strong streaming and observability features
Human-in-the-loop support is first-class
Can be used standalone or with LangChain
MIT licensed with commercial platform option
Limitations
Steeper learning curve than LangChain
Requires understanding of graph theory concepts
May be overkill for simple linear workflows
Smaller community than LangChain (but growing)
Some advanced features require LangGraph Platform
Documentation still maturing compared to LangChain
More complex setup for basic use cases
Google ADK
Advantages
Official Google framework
Vertex AI integration
Developer UI and CLI tools
Apache 2.0 license
Built-in evaluation utilities
Limitations
Optimized for Google ecosystem
Smaller community
Documentation could be better
Requires GCP for full benefits
Best Use Cases
LangGraph
Complex customer support workflows with escalation
Multi-agent research and analysis systems
Task management and orchestration
Long-running business process automation
Interactive assistants with memory
Decision support systems with conditional logic
Google ADK
Multi-agent GCP applications
Vertex AI-powered agents
Enterprise Google Cloud workflows
Tool-integrated agent systems
Getting Started
LangGraph
Installation
pip install langgraph
Google ADK
Installation
pip install google-adk
Learn More
Explore 1,000+ AI Tools
Browse and compare tools from leading AI providers on xpay.tools
Browse xpay.tools