MLflow vs Dify

FeatureMLflowDify
CategoryMLOpsAI Agent Frameworks
PricingFree (open-source)Free + Cloud plans
GitHub Stars19,00060,000
PlatformsLinux, macOS, WindowsmacOS, Linux, Windows, Docker
Features
  • βœ“ Experiment tracking
  • βœ“ Model registry
  • βœ“ Deployment
  • βœ“ Projects
  • βœ“ Recipes
  • βœ“ Visual builder
  • βœ“ RAG engine
  • βœ“ Agent framework
  • βœ“ Workflow orchestration
  • βœ“ Multi-model
  • βœ“ API-first
Tags
mlopstrackingdeploymentopen-source
open-sourcelow-coderagagentsenterprise