ClearML vs MLflow: Pricing and Ratings Compared (2026)
Entry prices and free plans as read on each vendor's pricing page, and user ratings as published on review sites, for ClearML and MLflow side by side. This page compares data; it is not a hands-on review.
On the data: On the data below the two are close or not directly comparable, so we do not name a winner for this pair.
Short on time? Here's the quick answer
Based on published vendor pricing and features and on public review data, here's who should pick what:
ClearML
Open-source MLOps platform for experiment tracking
MLflow
Manage your ML lifecycle: track, register, and deploy models
Best for you if:
- • You want to manage your ML lifecycle: track, register, and deploy models
| At a Glance | ClearML | MLflow |
|---|---|---|
Starts at | Free plan, paid from $15/user/mo, billed monthly Pro plan | Free 100% free |
Category | Analytics Developer Tools | Analytics Developer Tools |
Rating | 4.7/5 G2 4.7 13 reviews | 4.3/5 SourceForge 4.3 67 reviews |
Free plan | Yes | Yes |
Choose ClearML or MLflow?
Choose ClearML if
- You need analytics features specifically.
Choose MLflow if
- You want to manage your ML lifecycle: track, register, and deploy models
In-Depth Analysis
ClearML
Open-source MLOps platform for experiment tracking
ClearML's pricing is quite generous, especially with its robust Community tier offering 100GB storage and 1M API calls for free.
Strengths
- Pro: MLOps platform
- Pro: Experiment tracking
- Pro: Data management
- Pro: Open source core
- Pro: Self-hostable
Weaknesses
- Con: Learning curve
- Con: UI complex
- Con: Documentation dense
- Con: Enterprise expensive
- Con: Smaller community
Key features
MLflow
Manage your ML lifecycle: track, register, and deploy models
MLflow's open-source offering is exceptionally generous, being completely free ($0) for self-hosting.
Strengths
- Pro: Open source
- Pro: Experiment tracking
- Pro: Model registry
- Pro: Deployment support
- Pro: Self-hostable
Weaknesses
- Con: UI basic
- Con: Scale limitations
- Con: Setup required
- Con: Databricks dependency growing
- Con: Less modern feel
Key features
Plans and prices: ClearML vs MLflow
| Tool | Plans and prices | Source |
|---|---|---|
| ClearML |
| clear.ml/pricing read Nov 2, 2026 |
| MLflow |
| mlflow.org read Sep 30, 2026 |
Prices as read on each vendor's own pricing page on the date shown. Plans are listed per tool and are not matched against the other tool's plans: a plan name or price in one column says nothing about the same row in the other. Details on ClearML pricing and MLflow pricing.
Key Takeaways
ClearML
- Worth considering for analytics
MLflow
- Choose MLflow if you want to manage your ML lifecycle: track, register, and deploy models
What the data shows
On the data below the two are close or not directly comparable, so we do not name a winner for this pair.
- User ratings rest on too few reviews to rank (4.7/5 from 13 reviews for ClearML, 4.3/5 from 67 reviews for MLflow; we compare ratings only above 20 reviews on both sides).
- ClearML starts at $15/user/mo, billed monthly; MLflow has no public paid plan price on file.
- Both have a free plan.
Criteria: user rating (only above 20 reviews on both sides, gap of 0.2 or more), entry price (only on the same billing basis), free plan. How we rate
Frequently Asked Questions
How do ClearML and MLflow compare in 2026?
On the data below the two are close or not directly comparable, so we do not name a winner for this pair. User ratings rest on too few reviews to rank (4.7/5 from 13 reviews for ClearML, 4.3/5 from 67 reviews for MLflow; we compare ratings only above 20 reviews on both sides). ClearML starts at $15/user/mo, billed monthly; MLflow has no public paid plan price on file. Both have a free plan.
What are ClearML and MLflow used for?
ClearML: Open-source MLOps platform for experiment tracking. MLflow: Manage your ML lifecycle: track, register, and deploy models.
What does ClearML cost vs MLflow?
ClearML's cheapest paid plan is Pro at $15/user/mo, billed monthly; it also has a free plan. MLflow is free. Prices read on the vendors' pricing pages, latest check Nov 2, 2026.
What's the main difference between ClearML and MLflow?
ClearML's main strength: MLOps platform. MLflow's main strength: open source.
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