Agency Swarm vs ChatDev
Side-by-side comparison of two AI agent tools
Short answer
- ChatDev is growing faster: +403 GitHub stars in the last 30 days vs +74 for Agency Swarm.
- Pick Agency Swarm for: reliable Multi-Agent Orchestration Framework. Pick ChatDev for: chatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration.
From GitHub data refreshed daily.
Agency Swarmopen-source
Reliable Multi-Agent Orchestration Framework
ChatDevopen-source
ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration
Metrics
| Agency Swarm | ChatDev | |
|---|---|---|
| Stars | 4.6k | 34.4k |
| Star velocity /mo | 73.80952380952381 | 403.4920634920635 |
| Commits (90d) | 103 | 3 |
| Releases (6m) | 10 | 0 |
| Overall score | 0.6347028797708671 | 0.4499103039536837 |
Pros
- +基于OpenAI Agents SDK的生产就绪架构，确保稳定性和可扩展性
- +完全控制代理提示和指令，实现精确的行为定制
- +类型安全的工具系统和自动参数验证，减少运行时错误
- +Zero-code configuration makes multi-agent systems accessible to non-technical users
- +Proven track record with strong community adoption (31,000+ GitHub stars)
- +Versatile platform capable of handling diverse scenarios from software development to research automation
Cons
- -依赖OpenAI API，可能产生持续的使用成本
- -复杂多代理系统的调试和监控可能具有挑战性
- -需要深入理解代理编排概念才能有效使用
- -Recently transitioned from 1.0 to 2.0, potentially introducing stability concerns during the migration period
- -Limited technical documentation available for the new 2.0 platform features
- -May be overly complex for simple automation tasks that don't require multi-agent coordination
Use Cases
- •构建企业级AI助手团队，如CEO、开发者、虚拟助理协作处理业务流程
- •创建客户服务自动化系统，多个专业代理处理不同类型的询问和任务
- •开发内容生成工作流，编排研究、写作、编辑代理完成复杂项目
- •Automated software development with virtual teams of specialized AI agents (CEO, CTO, Programmer roles)
- •Complex research automation requiring coordination between multiple AI agents with different expertise
- •Data visualization and 3D generation projects that benefit from multi-agent workflow orchestration
FAQ
- Which is more popular, Agency Swarm or ChatDev?
- ChatDev has more GitHub stars (34,434 vs 4,587).
- Which is more actively developed, Agency Swarm or ChatDev?
- Agency Swarm had more commits in the last 90 days (103 vs 3).
- Should I use Agency Swarm or ChatDev?
- Compare their capabilities, limitations and "best for" notes above. Both are open source, so trying each on a small task is the fastest way to decide.