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MLflow
FREE PLANPOPULAROpen-source platform for ML lifecycle management including tracking and deployment.
★★★★★4.4
500K+ usersFounded 2018Score Breakdown
Ease of Use
90
Features
92
Value for Money
92
Customer Support
80
Integrations
85
Pros & Cons
✓Free and open-source
✓Framework-agnostic and widely adopted
✗Self-hosting requires setup
✗UI is functional but not beautiful
Key Features
✓Experiment tracking
✓Model registry
✓Model serving
✓Project packaging
Best For
ML teams wanting free, open-source experiment tracking and model management.
Pricing
Free
For individuals
Pro
For small teams
Business
For companies
Enterprise
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