ChatDev vs Multi-GPT
Side-by-side comparison of two AI agent tools
Short answer
- Multi-GPT has had no commit in 40 months; ChatDev is actively maintained (3 commits in the last 90 days).
- ChatDev is growing faster: +402 GitHub stars in the last 30 days vs +1 for Multi-GPT.
- Pick ChatDev for: chatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration. Pick Multi-GPT for: an experimental open-source attempt to make GPT-4 fully autonomous.
From GitHub data refreshed daily.
ChatDevopen-source
ChatDev 2.0: Dev All through LLM-powered Multi-Agent Collaboration
Multi-GPTopen-source
An experimental open-source attempt to make GPT-4 fully autonomous.
Metrics
| ChatDev | Multi-GPT | |
|---|---|---|
| Stars | 34.4k | 565 |
| Star velocity /mo | 401.8421052631579 | 0.631578947368421 |
| Commits (90d) | 3 | 0 |
| Releases (6m) | 0 | 0 |
| Overall score | 0.432443435811532 | 0.1479328868844223 |
Pros
- +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
- +多代理协作机制：不同专家可以发挥各自优势，理论上比单一代理能处理更复杂的任务
- +完整的记忆系统：支持长短期记忆管理，支持多种后端（Redis、Pinecone、Milvus、Weaviate）
- +互联网访问能力：具备搜索和信息收集功能，可以访问流行网站和平台获取实时信息
Cons
- -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
- -实验性项目：稳定性和可靠性未经充分验证，可能存在未知风险
- -配置复杂：需要多个 API 密钥和记忆后端设置，学习和部署门槛较高
- -资源消耗大：运行多个 GPT-4 实例会显著增加 API 调用成本和计算资源需求
Use Cases
- •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
- •复杂研究项目：需要整合多个学科知识和专业技能的研究任务
- •长期项目管理：需要持续记忆和状态跟踪的项目，如产品开发或学术研究
- •自动化信息工作流：大规模信息收集、分析和处理任务的自动化
FAQ
- Which is more popular, ChatDev or Multi-GPT?
- ChatDev has more GitHub stars (34,437 vs 565).
- Which is more actively developed, ChatDev or Multi-GPT?
- ChatDev had more commits in the last 90 days (3 vs 0).
- Should I use ChatDev or Multi-GPT?
- 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.