DeepEval vs ClearML: Which Should You Choose in 2026?
Choosing between DeepEval 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:
DeepEval
The comprehensive LLM evaluation framework for building reliable AI applications.
Best for you if:
- • You need testing & qa features specifically
- • An open-source LLM evaluation framework for testing AI systems.
- • Offers 50+ research-backed metrics, including G-Eval, DAGA, and QAG.
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 |  DeepEval |  ClearML |
|---|---|---|
Price | Free + Paid | Free + Paid |
Best For | Testing & QA | Workflow Automation |
Rating | —/100 | 78/100 |
| Feature | DeepEval | 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 | Testing & QAAI Research | Workflow AutomationAI Observability |
How DeepEval and ClearML Compare
DeepEval
The comprehensive LLM evaluation framework for building reliable AI applications.
Free tier available
ClearML
Open-source MLOps platform for experiment tracking
Free tier available · 78/100 score
DeepEval is a testing & qa tool. ClearML is in workflow automation.
Who Should Use What?
On a budget?
Both are freemium. Compare plans on their websites.
Go with: DeepEval
Want the highest-rated option?
ClearML scores 78/100. DeepEval 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?
DeepEval is a testing & qa 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
DeepEval
- Better fit for testing & qa
The Bottom Line
ClearML (78/100) is our pick.
Frequently Asked Questions
Is DeepEval or ClearML better?
ClearML scores 78/100 in our evaluation. Both are freemium.
What are DeepEval and ClearML used for?
DeepEval: The comprehensive LLM evaluation framework for building reliable AI applications.. ClearML: Open-source MLOps platform for experiment tracking.
What does DeepEval cost vs ClearML?
DeepEval is freemium (free tier + paid plans). ClearML is freemium (free tier + paid plans). Visit their websites for detailed pricing.