Ollama vs MLflow

FeatureOllamaMLflow
CategoryLocal AI InfrastructureMLOps
PricingFree (open-source)Free (open-source)
GitHub Stars120,00019,000
PlatformsmacOS, Linux, WindowsLinux, macOS, Windows
Features
  • ✓ One-command setup
  • ✓ API server
  • ✓ GPU acceleration
  • ✓ Model library
  • ✓ Modelfile
  • ✓ OpenAI-compatible API
  • ✓ Experiment tracking
  • ✓ Model registry
  • ✓ Deployment
  • ✓ Projects
  • ✓ Recipes
Tags
open-sourcelocalllminferenceprivacygpu
mlopstrackingdeploymentopen-source