Hopsworks vs ClickHouse: Which Should You Choose in 2026?
Choosing between Hopsworks and ClickHouse 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.
ClickHouse
Fast open-source analytics database
Best for you if:
- • You want the higher-rated option (9.0/10 vs 0.0/10)
- • You need web analytics features specifically
- • ClickHouse is a column-oriented database for real-time analytics on massive datasets
- • It delivers sub-second query performance on billions of rows for OLAP workloads
| At a Glance |  Hopsworks |  ClickHouse |
|---|---|---|
Price | Free + Paid | Paid |
Best For | ETL & Data Pipelines | Web Analytics |
Rating | —/100 | 90/100 |
| Feature | Hopsworks | ClickHouse |
|---|---|---|
| Pricing Model | Freemium | Paid |
| Editorial Score | — | 90 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | ETL & Data PipelinesData Warehouses | Web AnalyticsProduct Analytics |
How Hopsworks and ClickHouse Compare
Hopsworks
The unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production.
Free tier available
ClickHouse
Fast open-source analytics database
Paid · 90/100 score
Hopsworks is a etl & data pipelines tool. ClickHouse is in web analytics.
Who Should Use What?
On a budget?
Hopsworks has a free tier. ClickHouse is paid only.
Go with: Hopsworks
Want the highest-rated option?
ClickHouse scores 90/100. Hopsworks is unrated.
Go with: ClickHouse
Value user reviews?
Neither has user reviews yet.
Go with: ClickHouse
3 Questions to Help You Decide
What's your budget?
Hopsworks is freemium. ClickHouse is paid. Hopsworks lets you start free.
What's your use case?
Hopsworks is a etl & data pipelines tool. ClickHouse is in web analytics. Pick the category that matches your needs.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
ClickHouse
- Higher score: 90/100 vs unrated
- Our pick for this comparison
Hopsworks
- Has a free tier
- Better fit for etl & data pipelines
The Bottom Line
ClickHouse (90/100) is our pick. Hopsworks has a free tier if you want to test without paying.
Frequently Asked Questions
Is Hopsworks or ClickHouse better?
ClickHouse scores 90/100 in our evaluation. Hopsworks is freemium and ClickHouse is paid.
What are Hopsworks and ClickHouse used for?
Hopsworks: The unified AI Lakehouse platform for real-time ML feature engineering, deployment, and production.. ClickHouse: Fast open-source analytics database.
What does Hopsworks cost vs ClickHouse?
Hopsworks is freemium (free tier + paid plans). ClickHouse is a paid tool. Visit their websites for detailed pricing.