Amazon Redshift vs Dremio
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Amazon Redshift is the stronger AI pick in Data Warehouse: it has a visibility score of 40.5 versus 0.6 for Dremio, and ranks ahead in 100% of the answers that name both.
Choose Amazon Redshift if…
- You want the brand AI engines rank higher (40.5 vs 0.6)
- You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 9001 or C5 or PCI DSS or SOC 1 or SOC 2 coverage
- Petabyte-scale, fully managed data warehouse service
- Deep integration with AWS services like S3, IAM, and existing AWS operations
Choose Dremio if…
- AI answers describe it more positively (50% vs 19% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 Type 2 or ISO 27001:2013 or GDPR or CCPA coverage
- keeps data in an open lakehouse without copying it into a proprietary warehouse
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Amazon Redshift | Dremio |
|---|---|---|
| Visibility score | 40.5% | 0.6% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #3 | #27 |
| Share of voice | 9.8% | 0.4% |
| Mentions this run | 55 | 2 |
| Positive in AI answers | 19% | 50% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Amazon Redshift 0pp · Dremio 0pp over 0 weekly runs.
Engine by engine
Amazon Redshift leads on 3 of 3 engines
Head to head in AI answers
2 engine answers name both brands
| Prompt | Engine | Amazon Redshift | Dremio |
|---|---|---|---|
| What are the best data warehouse tools in 2026? | Perplexity | #4 | #11 |
| Official website of the top data warehouse vendors | ChatGPT | #3 | #15 |
Features, pricing & fit
| Dimension | Amazon Redshift | Dremio |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | $0.2 / mo |
| Free plan | — | No · 30-day trial |
| Deployment | Cloud, fully managed on AWS, as Provisioned clusters or Serverless | Fully managed cloud service (Dremio Cloud) or self-managed software on Kubernetes, on-premises or in AWS, Azure or GCP (Dremio Enterprise). |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 9001, C5, PCI DSS, SOC 1, SOC 2 | SOC 2 Type 2, ISO 27001:2013, GDPR, CCPA |
| Support | — | Enterprise-grade support plans, Security documentation and Trust Center, Hands-on workshops |
| Founded | 2013 | 2015 |
| Funding | — | Series E |
| Best for | — | Teams wanting a zero-maintenance, cloud-native experience and fast time to value (Dremio Cloud); organizations needing full control, on-prem requirements, or strict compliance constraints (Dremio Enterprise). |
Plans side by side
Amazon Redshift
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Amazon Redshift
- Petabyte-scale, fully managed data warehouse service
- Deep integration with AWS services like S3, IAM, and existing AWS operations
- Reserved pricing can cut compute costs substantially for committed use
- Free trial with Redshift Serverless or node-hour allowance
- Widely shortlisted as a leading cloud data warehouse
- Requires capacity and cost management, and bills can be hard to predict
Dremio
- keeps data in an open lakehouse without copying it into a proprietary warehouse
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Amazon Redshift vs Dremio”, https://slateindex.ai/compare/amazon-redshift-vs-dremio, data of Nov 3, 2026. Licence: CC BY 4.0.