Galileo AI Eval vs ClearML: Which Should You Choose in 2026?
Choosing between Galileo AI Eval 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:
Galileo AI Eval
The AI observability and evaluation platform to stop AI failures before they happen.
Best for you if:
- • You need real-time analytics features specifically
- • Provides AI evaluation, observability, and real-time protection.
- • Transforms offline evaluations into production guardrails for AI systems.
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)
- • You need workflow automation features specifically
- • 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 |  Galileo AI Eval |  ClearML |
|---|---|---|
Price | Free + Paid | Free + Paid |
Best For | Real-Time Analytics | Workflow Automation |
Rating | —/100 | 78/100 |
| Feature | Galileo AI Eval | 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 | Real-Time AnalyticsTesting & QA | Workflow AutomationAI Observability |
How Galileo AI Eval and ClearML Compare
Galileo AI Eval
The AI observability and evaluation platform to stop AI failures before they happen.
Free tier available
ClearML
Open-source MLOps platform for experiment tracking
Free tier available · 78/100 score
Galileo AI Eval is a real-time analytics tool. ClearML is in workflow automation.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: Galileo AI Eval
Want the highest-rated option?
ClearML scores 78/100. Galileo AI Eval 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?
Galileo AI Eval is a real-time analytics tool. ClearML is in workflow automation. Pick the category that matches your needs.
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
Galileo AI Eval
- Better fit for real-time analytics
The Bottom Line
ClearML (78/100) is our pick.
Frequently Asked Questions
Is Galileo AI Eval or ClearML better?
ClearML scores 78/100 in our evaluation. Both are freemium.
What are Galileo AI Eval and ClearML used for?
Galileo AI Eval: The AI observability and evaluation platform to stop AI failures before they happen.. ClearML: Open-source MLOps platform for experiment tracking.
What does Galileo AI Eval cost vs ClearML?
Galileo AI Eval is freemium (free tier + paid plans). ClearML is freemium (free tier + paid plans). Visit their websites for detailed pricing.