All comparisons
AutoGPT vs CrewAI vs LangGraph
Frameworks for building systems where models call tools and each other. All three are open source, so you can read the code before you commit.
AutoGPTAI Agents | CrewAIAI Agents | LangGraphAI Agents | |
|---|---|---|---|
| Tagline | Empower your digital tasks with AutoGPT | Multi-agent orchestration for AI teams | Open-source framework for building stateful, multi-agent AI workflows with controllable architectures |
| What it does | Autonomous AI agent framework for task automation and execution. Define goals and let AI complete tasks independently with code execution, planning, memory. | CrewAI is a framework for building and orchestrating multi-agent AI systems where multiple specialized AI agents collaborate to accomplish complex tasks. | LangGraph is LangChain's framework for stateful, multi-agent workflows with explicit control over the graph. Free, with paid hosting optional. |
| Pricing | Freemium | Open source | Freemium |
| Pricing details | Open-source project with cloud platform in waitlist | Free and open-source | Free framework, optional paid deployment via LangSmith |
| Price range | $50 - $320/mo | From $0/mo | $0 - $39/mo |
| GitHub stars | 186,685stars | 57,312stars | 40,018stars |
| Language | Python | Python | Python |
| License | Not available | MIT License | MIT License |
| Last commit | 19 Aug 2026 | 19 Aug 2026 | 19 Aug 2026 |
| Category | AI Agents | AI Agents | AI Agents |
| Tags | autonomousagentai-agentautomationworkflow | multi-agentorchestrationagent-frameworktask-automation | agent-frameworkmulti-agentworkflowsstatefulproduction-ai |
| Website | Visit AutoGPT | Visit CrewAI | Visit LangGraph |
AutoGPTAI Agents
- Tagline
- Empower your digital tasks with AutoGPT
- What it does
- Autonomous AI agent framework for task automation and execution. Define goals and let AI complete tasks independently with code execution, planning, memory.
- Pricing
- Freemium
- Pricing details
- Open-source project with cloud platform in waitlist
- Price range
- $50 - $320/mo
- GitHub stars
- 186,685stars
- Language
- Python
- License
- Not available
- Last commit
- 19 Aug 2026
- Category
- AI Agents
- Tags
- autonomousagentai-agentautomationworkflow
- Website
- Visit AutoGPT
CrewAIAI Agents
- Tagline
- Multi-agent orchestration for AI teams
- What it does
- CrewAI is a framework for building and orchestrating multi-agent AI systems where multiple specialized AI agents collaborate to accomplish complex tasks.
- Pricing
- Open source
- Pricing details
- Free and open-source
- Price range
- From $0/mo
- GitHub stars
- 57,312stars
- Language
- Python
- License
- MIT License
- Last commit
- 19 Aug 2026
- Category
- AI Agents
- Tags
- multi-agentorchestrationagent-frameworktask-automation
- Website
- Visit CrewAI
LangGraphAI Agents
- Tagline
- Open-source framework for building stateful, multi-agent AI workflows with controllable architectures
- What it does
- LangGraph is LangChain's framework for stateful, multi-agent workflows with explicit control over the graph. Free, with paid hosting optional.
- Pricing
- Freemium
- Pricing details
- Free framework, optional paid deployment via LangSmith
- Price range
- $0 - $39/mo
- GitHub stars
- 40,018stars
- Language
- Python
- License
- MIT License
- Last commit
- 19 Aug 2026
- Category
- AI Agents
- Tags
- agent-frameworkmulti-agentworkflowsstatefulproduction-ai
- Website
- Visit LangGraph
Which should you pick?
LangGraph is the one to pick for production work: it models agent runs as an explicit state graph, which means you can inspect, resume and reason about a run instead of hoping it terminates. CrewAI is the fastest to get something working, because role-and-task is an easy mental model. AutoGPT is the project that made autonomous agents famous and remains a good place to see the ideas, but it is more a platform than a library you embed. Check the last commit dates in the table below, they are more informative than the star counts.