AgentPilot vs Dify

Side-by-side comparison of two AI agent tools

Short answer

  • AgentPilot has had no commit in 16 months; Dify is actively maintained (2,369 commits in the last 90 days).
  • Dify is growing faster: +3,637 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 Dify for: production-ready platform for agentic workflow development.

From GitHub data refreshed daily.

A versatile workflow automation platform to create, organize, and execute AI workflows, from a single LLM to complex AI-driven workflows.

Difyfree

Production-ready platform for agentic workflow development.

Metrics

AgentPilotDify
Stars569157.8k
Star velocity /mo4.8947368421052643.6k
Commits (90d)02.4k
Releases (6m)09
Downloads (30d, npm + PyPI)17—
Overall score0.18133787145795950.8805791472432994

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
  • +生产级稳定性和企业级功能支持,适合大规模部署应用
  • +可视化工作流编辑器,大幅降低 AI 应用开发门槛
  • +活跃的开源社区和丰富的生态系统,持续更新迭代

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
  • -学习曲线存在,需要时间熟悉平台的各种组件和配置
  • -复杂工作流的性能优化需要深入了解平台机制
  • -自部署版本需要一定的运维能力和资源投入

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
  • •企业客服机器人和智能助手的快速开发与部署
  • •复杂业务流程的自动化处理,如文档分析、数据处理等
  • •知识库问答系统和内容生成应用的构建

FAQ

Which is more popular, AgentPilot or Dify?
Dify has more GitHub stars (157,757 vs 569).
Which is more actively developed, AgentPilot or Dify?
Dify had more commits in the last 90 days (2,369 vs 0).
Should I use AgentPilot or Dify?
Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.