Materialize vs SingleStore: Which Should You Choose in 2026?
Choosing between Materialize and SingleStore 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:
Materialize
The Live Data Layer for Apps and AI Agents, enabling real-time insights with SQL.
Best for you if:
- • You need big data analytics features specifically
- • Provides a live data layer for real-time applications and AI agents.
- • Processes data streams and allows querying fresh data using standard SQL.
SingleStore
Distributed SQL database for real-time analytics
Best for you if:
- • You want the higher-rated option (8.2/10 vs 7.1/10)
- • You need managed databases features specifically
- • SingleStore is a distributed SQL database for real-time analytics
- • It handles transactional and analytical workloads in one system
| At a Glance |  Materialize |  SingleStore |
|---|---|---|
Price | Paid | Paid |
Best For | Big Data Analytics | Managed Databases |
Rating | 71/100 | 82/100 |
| Feature | Materialize | SingleStore |
|---|---|---|
| Pricing Model | Paid | Paid |
| Editorial Score | 71 | 82 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Big Data AnalyticsBusiness Intelligence | Managed DatabasesETL & Data Pipelines |
How Materialize and SingleStore Compare
Materialize
The Live Data Layer for Apps and AI Agents, enabling real-time insights with SQL.
Paid · 71/100 score
SingleStore
Distributed SQL database for real-time analytics
Paid · 82/100 score
Materialize is a big data analytics tool. SingleStore is in managed databases.
Who Should Use What?
On a budget?
Both are paid. Compare plans on their websites.
Go with: SingleStore
Want the highest-rated option?
Materialize: 71/100. SingleStore: 82/100.
Go with: SingleStore
Value user reviews?
Neither has user reviews yet.
Go with: SingleStore
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?
Materialize is a big data analytics tool. SingleStore is in managed databases. Pick the category that matches your needs.
How important are ratings?
SingleStore scores higher: 82/100 vs 71/100.
Key Takeaways
SingleStore
- Higher score: 82/100 vs 71
- Our pick for this comparison
Materialize
- Better fit for big data analytics
The Bottom Line
SingleStore (82/100) is our pick.
Frequently Asked Questions
Is Materialize or SingleStore better?
SingleStore scores 82/100 in our evaluation. Both are paid.
What are Materialize and SingleStore used for?
Materialize: The Live Data Layer for Apps and AI Agents, enabling real-time insights with SQL.. SingleStore: Distributed SQL database for real-time analytics.
What does Materialize cost vs SingleStore?
Materialize is a paid tool. SingleStore is a paid tool. Visit their websites for detailed pricing.