ZenML vs ClearML: Which Should You Choose in 2026?
Choosing between ZenML and ClearML comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.
By Toolradar Team · Last updated February 22, 2026 · Methodology
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
ZenML
The unified AI platform to standardize and accelerate your ML and GenAI workflows from pipelines to agents.
Best for you if:
- • Unifies ML and GenAI workflows into a single, orchestratable DAG.
- • Automates versioning, caching, and containerization for reproducibility and efficiency.
ClearML
Open-source MLOps platform for experiment tracking
Best for you if:
- • You want the higher-rated option (7.8/10 vs 0.0/10)
- • ClearML is an open-source MLOps platform for experiment tracking and model management
- • It automates ML pipelines, tracks experiments, and manages model deployment at scale
| At a Glance |  ZenML |  ClearML |
|---|---|---|
Price | Free + Paid | Free + Paid |
Best For | Workflow Automation | Workflow Automation |
Rating | —/100 | 78/100 |
| Feature | ZenML | ClearML |
|---|---|---|
| Pricing Model | Freemium | Freemium |
| Editorial Score | — | 78 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Workflow AutomationETL & Data Pipelines | Workflow AutomationAI Observability |
How ZenML and ClearML Compare
ZenML
The unified AI platform to standardize and accelerate your ML and GenAI workflows from pipelines to agents.
Free tier available
ClearML
Open-source MLOps platform for experiment tracking
Free tier available · 78/100 score
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: ZenML
Want the highest-rated option?
ClearML scores 78/100. ZenML is unrated.
Go with: ClearML
Value user reviews?
Neither has user reviews yet.
Go with: ClearML
3 Questions to Help You Decide
What's your budget?
Both are freemium. Pricing won't help you decide here.
What's your use case?
Both are workflow automation tools. Compare their specific features to decide.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
ClearML
- Higher score: 78/100 vs unrated
- Free tier available
- Our pick for this comparison
ZenML
The Bottom Line
ClearML (78/100) is our pick.
Frequently Asked Questions
Is ZenML or ClearML better?
ClearML scores 78/100 in our evaluation. Both are freemium.
What are ZenML and ClearML used for?
ZenML: The unified AI platform to standardize and accelerate your ML and GenAI workflows from pipelines to agents.. ClearML: Open-source MLOps platform for experiment tracking.
What does ZenML cost vs ClearML?
ZenML is freemium (free tier + paid plans). ClearML is freemium (free tier + paid plans). Visit their websites for detailed pricing.