MLflow vs Dify

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