Apache Doris vs Materialize: Which Should You Choose in 2026?
Choosing between Apache Doris and Materialize 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:
Apache Doris
Open-source, real-time analytics and search database for the AI era.
Best for you if:
- • You need something completely free
- • You need managed databases features specifically
- • Real-time analytics and search database.
- • Supports high-concurrency queries and diverse data types.
Materialize
The Live Data Layer for Apps and AI Agents, enabling real-time insights with SQL.
Best for you if:
- • You want the higher-rated option (7.1/10 vs 0.0/10)
- • 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.
| At a Glance |  Apache Doris |  Materialize |
|---|---|---|
Price | Free | Paid |
Best For | Managed Databases | Big Data Analytics |
Rating | —/100 | 71/100 |
| Feature | Apache Doris | Materialize |
|---|---|---|
| Pricing Model | Free | Paid |
| Editorial Score | — | 71 |
| Community Rating | No ratings yet | No ratings yet |
| Total Reviews | 0 | 0 |
| Community Upvotes | 0 | 0 |
| Categories | Managed DatabasesETL & Data Pipelines | Big Data AnalyticsBusiness Intelligence |
How Apache Doris and Materialize Compare
Apache Doris
Open-source, real-time analytics and search database for the AI era.
Free
Materialize
The Live Data Layer for Apps and AI Agents, enabling real-time insights with SQL.
Paid · 71/100 score
Apache Doris is a managed databases tool. Materialize is in big data analytics.
Who Should Use What?
On a budget?
Apache Doris is free. Materialize is paid.
Go with: Apache Doris
Want the highest-rated option?
Materialize scores 71/100. Apache Doris is unrated.
Go with: Materialize
Value user reviews?
Neither has user reviews yet.
Go with: Materialize
3 Questions to Help You Decide
What's your budget?
Apache Doris is free. Materialize is paid. Go with Apache Doris if free matters most.
What's your use case?
Apache Doris is a managed databases tool. Materialize is in big data analytics. Pick the category that matches your needs.
How important are ratings?
Not all tools have been rated yet.
Key Takeaways
Materialize
- Higher score: 71/100 vs unrated
- Our pick for this comparison
Apache Doris
- Completely free
- Better fit for managed databases
The Bottom Line
Materialize (71/100) is our pick. That said, Apache Doris is free — hard to beat on price.
Frequently Asked Questions
Is Apache Doris or Materialize better?
Materialize scores 71/100 in our evaluation. Apache Doris is free and Materialize is paid.
What are Apache Doris and Materialize used for?
Apache Doris: Open-source, real-time analytics and search database for the AI era.. Materialize: The Live Data Layer for Apps and AI Agents, enabling real-time insights with SQL..
What does Apache Doris cost vs Materialize?
Apache Doris is completely free. Materialize is a paid tool. Visit their websites for detailed pricing.