Our verdict
Who it's for
Manage your ML lifecycle: track, register, and deploy models
Who should look elsewhere
UI basic
Pros
- +Open source
- +Experiment tracking
- +Model registry
- +Deployment support
- +Self-hostable
Cons
- −UI basic
- −Scale limitations
- −Setup required
- −Databricks dependency growing
- −Less modern feel
Key features
- ✓MLOps platform
- ✓Experiment tracking
- ✓Model registry
- ✓Deployment
- ✓Open source
- ✓Databricks
Pricing
| Plan | Price | Billing | Notes |
|---|---|---|---|
| Open Source | $0 | month | Self-hosted free; Experiment tracking; Model registry |