Dremio vs Amazon Redshift: Which is Better in 2026?
Choosing between Dremio 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.
Bottom line: Amazon Redshift is our overall pick for data & databases workflows. Pick Dremio if you need a free tier to start with.
Short on time? Here's the quick answer
We've tested both tools. Here's who should pick what:
Dremio
The Agentic Lakehouse for AI and Analytics, providing fast, governed, and unified data access.
Best for you if:
- • You want to try before committing
- • Unifies data across sources with zero ETL for AI and analytics.
- • Provides an AI Semantic Layer for trusted AI context and accurate answers.
Amazon Redshift
Petabyte-scale data warehouse on AWS
Best for you if:
- • AWS cloud data warehouse
- • Petabyte-scale analytics
| At a Glance |  Dremio |  Amazon Redshift |
|---|---|---|
Starts at | FreeFree tier available | $0.25/hourProvisioned |
Best For | Data & Databases | Data & Databases |
Rating | 4.6/5 | 4.4/5 |
Free plan | Yes | No |
Choose Dremio or Amazon Redshift?
Choose Dremio if
The Agentic Lakehouse for AI and Analytics, providing fast, governed, and unified data access.
- Significantly improves query performance (e.g., 10x faster, millisecond latency)
- Reduces data setup time and eliminates manual work (e.g., 90% reduction, 60hrs eliminated)
- Provides unified access to data across diverse sources without ETL
Choose Amazon Redshift if
Petabyte-scale data warehouse on AWS
- Deep AWS integration
- Mature and proven
- Serverless option
| Feature | Dremio | Amazon Redshift |
|---|---|---|
| Pricing Model | Freemium | Paid |
| User Rating | ★4.6/5 69 reviews | ★4.4/5 16 reviews |
| Categories | Data & DatabasesAnalytics | Data & DatabasesData Warehouses |
In-Depth Analysis
Dremio
The Agentic Lakehouse for AI and Analytics, providing fast, governed, and unified data access.
Strengths
- +Significantly improves query performance (e.g., 10x faster, millisecond latency)
- +Reduces data setup time and eliminates manual work (e.g., 90% reduction, 60hrs eliminated)
- +Provides unified access to data across diverse sources without ETL
- +Offers robust data governance and security with fine-grained access control
- +Built on open-source standards (Apache Iceberg, Arrow, Polaris) for flexibility and avoiding lock-in
Weaknesses
- -No explicit mention of a free tier or trial on the provided pages
- -Requires understanding of lakehouse architecture concepts
Key features
Amazon Redshift
Petabyte-scale data warehouse on AWS
Strengths
- +Deep AWS integration
- +Mature and proven
- +Serverless option
- +Cost-effective for AWS users
- +Strong SQL support
Weaknesses
- -AWS lock-in
- -Complex pricing
- -Cluster management (provisioned)
- -Slower than newer alternatives
Key features
Pricing: Dremio vs Amazon Redshift
| Plan | Dremio | Amazon Redshift |
|---|---|---|
| Tier 1 | $0.20 per DCU Dremio Cloud | Free Free Trial |
| Tier 2 | Contact Sales Dremio Enterprise | $0.25 hour Provisioned |
| Tier 3 | N/A | Variable Serverless |
Pricing verified from each vendor's public pricing page. Compare in detail on Dremio pricing and Amazon Redshift pricing.
Who Should Use What?
On a budget?
Dremio has a free tier. Amazon Redshift is paid only.
Go with: Dremio
Want the highest-rated option?
Dremio: 4.6/5 (69 reviews). Amazon Redshift: 4.4/5 (16 reviews).
Go with: Dremio
Value user reviews?
Dremio: 69 reviews (4.6/5). Amazon Redshift: 16 reviews (4.4/5).
Go with: Dremio
3 Questions to Help You Decide
What's your budget?
Dremio is freemium. Amazon Redshift is paid. Dremio lets you start free.
What's your use case?
Both are data & databases tools. Compare their specific features to decide.
How important are ratings?
Dremio is rated higher: 4.6/5 vs 4.4/5.
Key Takeaways
Amazon Redshift
- Our pick for this comparison
Dremio
- Has a free tier
- Higher user rating: 4.6/5 vs 4.4/5
- Larger review base (69 reviews)
The Bottom Line
Amazon Redshift is our pick. Dremio has a free tier if you want to test without paying.
Frequently Asked Questions
Is Dremio or Amazon Redshift better?
Amazon Redshift is rated in our evaluation. Dremio is freemium and Amazon Redshift is paid.
What are Dremio and Amazon Redshift used for?
Dremio: The Agentic Lakehouse for AI and Analytics, providing fast, governed, and unified data access.. Amazon Redshift: Petabyte-scale data warehouse on AWS.
What does Dremio cost vs Amazon Redshift?
Dremio is freemium (free tier + paid plans). Amazon Redshift is a paid tool. Visit their websites for detailed pricing.