MLflow vs CrewAI

FeatureMLflowCrewAI
CategoryMLOpsAI Agent Frameworks
PricingFree (open-source)Free + Enterprise
GitHub Stars19,00025,000
PlatformsLinux, macOS, WindowsmacOS, Linux, Windows
Features
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
  • ✓ Multi-agent collaboration
  • ✓ Role-based agents
  • ✓ Task delegation
  • ✓ Tool integration
  • ✓ Memory
  • ✓ Process types
Tags
mlopstrackingdeploymentopen-source
open-sourcemulti-agentorchestrationpythonteams