AutoGen vs crewAI
Side-by-side comparison of two AI agent tools
Short answer
- crewAI is growing faster: +1,886 GitHub stars in the last 30 days vs +782 for AutoGen.
- Pick AutoGen for: a programming framework for agentic AI. Pick crewAI for: framework for orchestrating role-playing, autonomous AI agents.
From GitHub data refreshed daily.
AutoGenfree
A programming framework for agentic AI
crewAIopen-source
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
Metrics
| AutoGen | crewAI | |
|---|---|---|
| Stars | 61.2k | 59.3k |
| Star velocity /mo | 781.8947368421053 | 1.9k |
| Commits (90d) | 0 | 307 |
| Releases (6m) | 0 | 10 |
| Downloads (30d, npm + PyPI) | — | 2.4M |
| Overall score | 0.3844257679182666 | 0.841095659378717 |
Pros
- +支持多代理协作，可以创建复杂的 AI 交互系统
- +提供 AutoGen Studio 无代码界面，降低使用门槛
- +强大的模型集成能力，支持多种主流大语言模型和 MCP 服务器
- +Built from scratch with no LangChain dependencies, offering clean architecture and fast performance
- +Provides both high-level simplicity for quick setup and low-level control for precise customization
- +Enterprise-ready with CrewAI Flows supporting production deployment and event-driven orchestration
Cons
- -需要 Python 3.10 或更高版本，对环境有一定要求
- -项目处于维护模式，新用户被建议使用 Microsoft Agent Framework
- -从 v0.2 升级需要遵循迁移指南，存在向后兼容性问题
- -Requires understanding of multi-agent coordination concepts and patterns
- -May be overkill for simple single-agent automation tasks
- -Learning curve associated with role-based agent orchestration design
Use Cases
- •构建多代理对话系统，让不同角色的 AI 代理协作解决复杂问题
- •创建自动化工作流程，通过代理协作完成数据分析、内容生成等任务
- •开发具有网络浏览能力的智能助手，结合 MCP 服务器实现外部工具集成
- •Complex business process automation requiring multiple specialized AI agents with different roles
- •Enterprise workflows needing coordinated AI systems for tasks like content creation, research, and analysis
- •Production-grade multi-agent systems requiring event-driven control and precise task orchestration
FAQ
- Which is more popular, AutoGen or crewAI?
- AutoGen has more GitHub stars (61,248 vs 59,308).
- Which is more actively developed, AutoGen or crewAI?
- crewAI had more commits in the last 90 days (307 vs 0).
- Should I use AutoGen or crewAI?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.