kitio.aiMLflow vs ClearML
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. MLflow is completely free, while ClearML is freemium.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Experiment tracking
- Model registry
- GenAI tracing
- LLM evaluation
- Framework autologging
- Experiment management
- Dataset versioning
- Pipeline automation
- Hyperparameter optimization
- GPU job scheduling
- Model repository
| Feature | MLflow | ClearML |
|---|---|---|
| Best for | Open-source platform for ML experiments, models and GenAI tracing | Open-source MLOps and AI infrastructure platform for GPU clusters |
| Category | Models & APIs | Models & APIs |
| Pricing model | Free | Freemium |
| Starting price | Free | $15/mo |
| Free plan | Yes, fully free | Yes |
| Made by | Databricks | ClearML |
| Based in | United States | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
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Pricing compared
MLflow is completely free, while ClearML is freemium.
Free plan
Cheapest paid plan
Top plan
Free trial
4 plans
Community
Free
- Up to 3 users
- Experiment management
- Dataset versioning
Pro
$15/mo
- Per user, plus usage
- Up to 10 users
- Cloud autoscaling
- Hyperparameter optimization
Scale
Custom quote
- For 8-48 GPUs
- VPC deployment
- Dynamic job scheduling
Enterprise
Contact sales
- On-prem or air-gapped
- Multi-tenant security
Prices in USD, checked Oct 28, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
MLflow
- Free and widely adopted
- Covers classic ML and GenAI
- Managed options on many clouds
- Self-hosting needs setup
- UI less polished than SaaS tools
- GenAI features still maturing
ClearML
- Free hosted tier for small teams
- Can run fully air-gapped
- Covers training through GPU scheduling
- Pro adds usage fees on top of seats
- Scale plans need a custom quote
- Many components to learn
Which one should you choose?
Choose MLflow if you want:
- Free and widely adopted
- Covers classic ML and GenAI
- Managed options on many clouds
Watch out: self-hosting needs setup.
Choose ClearML if you want:
- Free hosted tier for small teams
- Can run fully air-gapped
- Covers training through GPU scheduling
Watch out: pro adds usage fees on top of seats.
MLflow vs ClearML FAQ
What is the difference between MLflow and ClearML?
MLflow: Open-source platform for ML experiments, models and GenAI tracing. ClearML: Open-source MLOps and AI infrastructure platform for GPU clusters. Both are models & apis tools.
Is MLflow or ClearML cheaper?
MLflow is completely free, while ClearML is freemium.
Do MLflow and ClearML have free plans?
MLflow: Yes, fully free. ClearML: Yes.
Who makes MLflow?
MLflow is made by Databricks, based in United States.
Who makes ClearML?
ClearML is made by ClearML.
Which should I choose, MLflow or ClearML?
Choose MLflow if you value free and widely adopted and covers classic ml and genai. Choose ClearML if you value free hosted tier for small teams and can run fully air-gapped.