AgentPilot vs Langflow
Side-by-side comparison of two AI agent tools
Short answer
- AgentPilot has had no commit in 16 months; Langflow is actively maintained (842 commits in the last 90 days).
- Langflow is growing faster: +1,446 GitHub stars in the last 30 days vs +5 for AgentPilot.
- Pick AgentPilot for: a versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM. Pick Langflow for: langflow is a powerful tool for building and deploying AI-powered agents and workflows.
From GitHub data refreshed daily.
AgentPilotfree
A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows.
Langflowopen-source
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
Metrics
| AgentPilot | Langflow | |
|---|---|---|
| Stars | 569 | 155.5k |
| Star velocity /mo | 4.894736842105264 | 1.4k |
| Commits (90d) | 0 | 842 |
| Releases (6m) | 0 | 10 |
| Downloads (30d, npm + PyPI) | 17 | 40.1K |
| Overall score | 0.1813378714579595 | 0.8648447396988407 |
Pros
- +Supports both simple LLM chats and complex multi-agent workflows in a single platform
- +Highly customizable interface with generative UI capabilities for creating tailored workflow experiences
- +Natural language scheduling system enables intuitive automation setup from simple to complex recurring patterns
- +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
Cons
- -Desktop-only application limits accessibility compared to web-based alternatives
- -Early version (0.5.1) suggests the platform may lack enterprise-grade features and stability
- -No apparent built-in collaboration or team management features for multi-user environments
- -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
Use Cases
- •Automating recurring AI tasks like content generation, data processing, or monitoring with flexible scheduling
- •Building interactive AI assistants with branching conversation flows for customer support or internal tools
- •Creating custom AI workflow interfaces for specific business processes requiring multi-step agent coordination
- •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
FAQ
- Which is more popular, AgentPilot or Langflow?
- Langflow has more GitHub stars (155,471 vs 569).
- Which is more actively developed, AgentPilot or Langflow?
- Langflow had more commits in the last 90 days (842 vs 0).
- Should I use AgentPilot or Langflow?
- Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.