Devika vs MetaGPT
Side-by-side comparison of two AI agent tools
Short answer
- MetaGPT is growing faster: +699 GitHub stars in the last 30 days vs +9 for Devika.
- Pick Devika for: devika is the first open-source implementation of an Agentic Software Engineer. Pick MetaGPT for: the Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming.
From GitHub data refreshed daily.
Devikaopen-source
Devika is the first open-source implementation of an Agentic Software Engineer. Initially started as an open-source alternative to Devin.
MetaGPTopen-source
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
Metrics
| Devika | MetaGPT | |
|---|---|---|
| Stars | 19.6k | 70.7k |
| Star velocity /mo | 9.365079365079364 | 698.7301587301588 |
| Commits (90d) | 0 | 0 |
| Releases (6m) | 0 | 0 |
| Overall score | 0.20402861564410252 | 0.3893499790600915 |
Pros
- +Multi-LLM support with flexibility to choose from commercial providers (Claude 3, GPT-4, Gemini) or run local models via Ollama
- +Comprehensive AI capabilities including planning, reasoning, web research, and multi-language code generation in a single platform
- +Open-source alternative to proprietary solutions like Devin, allowing community contributions and customization
- +完整的软件开发流程自动化，从需求到代码生成覆盖整个开发生命周期
- +基于角色的多智能体架构，模拟真实软件公司的协作模式
- +强大的社区支持和学术认可，GitHub获得66000+星标，相关论文在ICLR 2025获得口头报告资格
Cons
- -Currently in early development/experimental stage with many unimplemented and broken features
- -Requires specific Python version constraints (>= 3.10 and < 3.12) which may limit compatibility
- -Performance heavily dependent on chosen LLM provider, with optimal results requiring paid commercial models
- -对Python版本有严格限制，要求3.9及以上但低于3.12版本
- -多智能体系统的复杂性可能导致设置和调试困难
- -运行多个LLM角色可能消耗大量计算资源和API调用成本
Use Cases
- •Creating new software features from high-level requirements with minimal human guidance
- •Debugging and fixing existing code issues through AI-powered analysis and solution generation
- •Developing entire projects from scratch by breaking down complex objectives into manageable coding tasks
- •将一行业务需求自动转换为完整的软件规格说明和技术文档
- •自动化软件架构设计，生成数据结构、API接口和系统架构图
- •端到端软件开发流程自动化，适用于快速原型开发和MVP构建
FAQ
- Which is more popular, Devika or MetaGPT?
- MetaGPT has more GitHub stars (70,722 vs 19,556).
- Which is more actively developed, Devika or MetaGPT?
- Devika had more commits in the last 90 days (0 vs 0).
- Should I use Devika or MetaGPT?
- 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.