Hopsworks vs Amazon SageMaker: Which Should You Choose in 2026?
Choosing between Hopsworks 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:
Hopsworks
The unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production.
Best for you if:
- • You want to try before committing
- • Provides a unified AI Lakehouse for real-time ML, integrating feature engineering, MLOps, and model serving.
- • Features a high-performance Feature Store with sub-millisecond latency powered by RonDB for consistent online/offline data.
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 |  Hopsworks |  Amazon SageMaker |
|---|---|---|
Price | Free + Paid | Paid |
Best For | ETL & Data Pipelines | ETL & Data Pipelines |
Rating | —/100 | 88/100 |
| Feature | Hopsworks | Amazon SageMaker |
|---|---|---|
| Pricing Model | Freemium | Paid |
| Editorial Score | — | 88 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | ETL & Data PipelinesData Warehouses | ETL & Data PipelinesAI Model Deployment |
How Hopsworks and Amazon SageMaker Compare
Hopsworks
The unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production.
Free tier available
Amazon SageMaker
Build, train, and deploy ML models at scale on AWS
Paid · 88/100 score
Who Should Use What?
On a budget?
Hopsworks has a free tier. Amazon SageMaker is paid only.
Go with: Hopsworks
Want the highest-rated option?
Amazon SageMaker scores 88/100. Hopsworks 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?
Hopsworks is freemium. Amazon SageMaker is paid. Hopsworks lets you start free.
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
Hopsworks
- Has a free tier
The Bottom Line
Amazon SageMaker (88/100) is our pick. Hopsworks has a free tier if you want to test without paying.
Frequently Asked Questions
Is Hopsworks or Amazon SageMaker better?
Amazon SageMaker scores 88/100 in our evaluation. Hopsworks is freemium and Amazon SageMaker is paid.
What are Hopsworks and Amazon SageMaker used for?
Hopsworks: The unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production.. Amazon SageMaker: Build, train, and deploy ML models at scale on AWS.
What does Hopsworks cost vs Amazon SageMaker?
Hopsworks is freemium (free tier + paid plans). Amazon SageMaker is a paid tool. Visit their websites for detailed pricing.