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Feature comparison of selected websites
	CrewAI Orchestrate role-playing AI agents.	LangChain The framework for LLM apps.	AutoGPT Build and run autonomous AI agents.
Rating	—	—	—
Pricing	Free	Free	Free
Open source
Category	Agent Frameworks	Agent Frameworks	Agent Frameworks
Key features	Role-based agent crews Task delegation Standalone (no LangChain needed)	Chains, agents, and tools Hundreds of integrations Python and JS	Visual agent builder Continuous autonomous runs Reusable agent blocks
Pros	Simple multi-agent model Fast to prototype crews	Huge ecosystem and examples Covers the whole app surface	Pioneered autonomous agents Large community
Cons	Younger project Complex flows need care	Abstractions can feel heavy Fast-moving API	Can wander without guardrails Heavier to self-host
	Visit crewai.com	Visit langchain.com	Visit agpt.co

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