Hopsworks vs Amazon Redshift: Which Should You Choose in 2026?
Choosing between Hopsworks and Amazon Redshift 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
- • You need etl & data pipelines features specifically
- • 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 Redshift
Petabyte-scale data warehouse on AWS
Best for you if:
- • You want the higher-rated option (8.8/10 vs 0.0/10)
- • You need data warehouses features specifically
- • AWS cloud data warehouse
- • Petabyte-scale analytics
| At a Glance |  Hopsworks |  Amazon Redshift |
|---|---|---|
Price | Free + Paid | Paid |
Best For | ETL & Data Pipelines | Data Warehouses |
Rating | —/100 | 88/100 |
| Feature | Hopsworks | Amazon Redshift |
|---|---|---|
| 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 | Data WarehousesServerless Databases |
How Hopsworks and Amazon Redshift Compare
Hopsworks
The unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production.
Free tier available
Amazon Redshift
Petabyte-scale data warehouse on AWS
Paid · 88/100 score
Hopsworks is a etl & data pipelines tool. Amazon Redshift is in data warehouses.
Who Should Use What?
On a budget?
Hopsworks has a free tier. Amazon Redshift is paid only.
Go with: Hopsworks
Want the highest-rated option?
Amazon Redshift scores 88/100. Hopsworks is unrated.
Go with: Amazon Redshift
Value user reviews?
Neither has user reviews yet.
Go with: Amazon Redshift
3 Questions to Help You Decide
What's your budget?
Hopsworks is freemium. Amazon Redshift is paid. Hopsworks lets you start free.
What's your use case?
Hopsworks is a etl & data pipelines tool. Amazon Redshift is in data warehouses. Pick the category that matches your needs.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
Amazon Redshift
- Higher score: 88/100 vs unrated
- Our pick for this comparison
Hopsworks
- Has a free tier
- Better fit for etl & data pipelines
The Bottom Line
Amazon Redshift (88/100) is our pick. Hopsworks has a free tier if you want to test without paying.
Frequently Asked Questions
Is Hopsworks or Amazon Redshift better?
Amazon Redshift scores 88/100 in our evaluation. Hopsworks is freemium and Amazon Redshift is paid.
What are Hopsworks and Amazon Redshift used for?
Hopsworks: The unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production.. Amazon Redshift: Petabyte-scale data warehouse on AWS.
What does Hopsworks cost vs Amazon Redshift?
Hopsworks is freemium (free tier + paid plans). Amazon Redshift is a paid tool. Visit their websites for detailed pricing.