Mage AI vs Amazon SageMaker: Which Should You Choose in 2026?
Choosing between Mage AI and Amazon SageMaker 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 28, 2026 · Methodology
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Mage AI
Run AI-ready data engineering workflows that are current, reliable, and reusable.
Best for you if:
- • Automates data pipelines and AI workflows for production with unified execution.
- • Transforms workflows into reusable, versioned, and reliable AI-ready data outputs.
Amazon SageMaker
Build, train, and deploy ML models at scale on AWS
Best for you if:
- • You want the higher-rated option (8.8/10 vs 0.0/10)
- • Amazon SageMaker is a fully managed platform for building, training, and deploying machine learning models
- • It provides notebooks, training infrastructure, and one-click deployment with built-in algorithms
| At a Glance |  Mage AI |  Amazon SageMaker |
|---|---|---|
Price | Paid | Paid |
Best For | ETL & Data Pipelines | ETL & Data Pipelines |
Rating | —/100 | 88/100 |
| Feature | Mage AI | Amazon SageMaker |
|---|---|---|
| Pricing Model | Paid | Paid |
| Editorial Score | — | 88 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | ETL & Data Pipelines | ETL & Data PipelinesAI Model Deployment |
How Mage AI and Amazon SageMaker Compare
Mage AI
Run AI-ready data engineering workflows that are current, reliable, and reusable.
Paid
Amazon SageMaker
Build, train, and deploy ML models at scale on AWS
Paid · 88/100 score
Who Should Use What?
On a budget?
Both are paid. Compare plans on their websites.
Go with: Amazon SageMaker
Want the highest-rated option?
Amazon SageMaker scores 88/100. Mage AI is unrated.
Go with: Amazon SageMaker
Value user reviews?
Neither has user reviews yet.
Go with: Amazon SageMaker
3 Questions to Help You Decide
What's your budget?
Both are paid. Pricing won't help you decide here.
What's your use case?
Both are etl & data pipelines tools. Compare their specific features to decide.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
Amazon SageMaker
- Higher score: 88/100 vs unrated
- Our pick for this comparison
Mage AI
The Bottom Line
Amazon SageMaker (88/100) is our pick.
Frequently Asked Questions
Is Mage AI or Amazon SageMaker better?
Amazon SageMaker scores 88/100 in our evaluation. Both are paid.
What are Mage AI and Amazon SageMaker used for?
Mage AI: Run AI-ready data engineering workflows that are current, reliable, and reusable.. Amazon SageMaker: Build, train, and deploy ML models at scale on AWS.
What does Mage AI cost vs Amazon SageMaker?
Mage AI is a paid tool. Amazon SageMaker is a paid tool. Visit their websites for detailed pricing.