Langflow vs Agno
Side-by-side comparison of two AI agent tools
Short answer
- Langflow is growing faster: +1,446 GitHub stars in the last 30 days vs +560 for Agno.
- Pick Langflow for: langflow is a powerful tool for building and deploying AI-powered agents and workflows. Pick Agno for: build, run, manage agentic software at scale.
From GitHub data refreshed daily.
Langflowopen-source
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
Agnoopen-source
Build, run, manage agentic software at scale.
Metrics
| Langflow | Agno | |
|---|---|---|
| Stars | 155.5k | 42.5k |
| Star velocity /mo | 1.4k | 560.0526315789474 |
| Commits (90d) | 842 | 351 |
| Releases (6m) | 10 | 10 |
| Downloads (30d, npm + PyPI) | 40.1K | 1.7M |
| Overall score | 0.8648447396988407 | 0.7960554542558297 |
Pros
- +可视化拖拽界面让非技术用户也能快速构建AI工作流
- +支持多种部署方式包括API、MCP服务器和桌面应用，集成灵活性极高
- +内置对所有主流LLM和向量数据库的支持，生态系统完整
- +Production-ready runtime with built-in scalability, session isolation, and native tracing capabilities
- +Comprehensive monitoring and management through AgentOS UI for testing, debugging, and production oversight
- +Simple development experience - build sophisticated agents with memory and tools in approximately 20 lines of Python code
Cons
- -需要Python 3.10-3.13环境，对非Python用户有技术门槛
- -复杂的企业级功能可能对简单用例过于繁重
- -学习曲线较陡，充分利用所有功能需要时间投入
- -Python-focused platform with limited examples for other programming languages
- -Requires multiple dependencies and proper configuration of API keys and database connections
- -May have a learning curve for implementing complex multi-agent workflows and team coordination
Use Cases
- •构建多代理协作系统处理复杂业务流程和决策
- •将AI工作流部署为API服务供其他应用程序调用
- •快速原型制作和可视化测试AI工作流的效果和逻辑
- •Building production AI agents with persistent state, memory, and custom tool integrations for customer service or automation
- •Creating multi-agent teams and workflows for complex business processes that require coordination between specialized agents
- •Enterprise deployment of AI agents with comprehensive monitoring, user session management, and production-grade reliability requirements
FAQ
- Which is more popular, Langflow or Agno?
- Langflow has more GitHub stars (155,471 vs 42,524).
- Which is more actively developed, Langflow or Agno?
- Langflow had more commits in the last 90 days (842 vs 351).
- Should I use Langflow or Agno?
- 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.