Amazon Redshift vs Materialize
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 for Materialize.
Choose Amazon Redshift if…
- You want the brand AI engines rank higher (40.5 vs 0)
- 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 Materialize if…
- You need SOC 2 Type II coverage
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Amazon Redshift | Materialize |
|---|---|---|
| Visibility score | 40.5% | 0% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #3 | #35 |
| Share of voice | 9.8% | 0% |
| Mentions this run | 55 | 0 |
| Positive in AI answers | 19% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Amazon Redshift 0pp · Materialize 0pp over 0 weekly runs.
Engine by engine
Amazon Redshift leads on 3 of 3 engines
Head to head in AI answers
0 engine answers name both brands
Features, pricing & fit
| Dimension | Amazon Redshift | Materialize |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | Free; paid from $1.5 / mo |
| Free plan | — | Yes |
| Deployment | Cloud, fully managed on AWS, as Provisioned clusters or Serverless | Fully managed SaaS (Materialize Cloud) or self-managed on your own infrastructure, including air-gapped on-prem |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 9001, C5, PCI DSS, SOC 1, SOC 2 | SOC 2 Type II |
| Support | — | Chatbot and helpdesk tickets (Cloud On-Demand), Dedicated account team and guided onboarding (Cloud Capacity), Community Slack (Community license), Priority support from Materialize (Enterprise license) |
| Founded | 2013 | 2019 |
| Headquarters | — | New York, NY, United States |
| Employees | — | 51–200 |
| Funding | — | Series C · $100M raised |
| Best for | — | Engineering teams that want to build live data products and fresh context for AI agents and apps using SQL |
Plans side by side
Amazon Redshift
Pricing not available.
Materialize
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
Materialize
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Amazon Redshift vs Materialize”, https://slateindex.ai/compare/amazon-redshift-vs-materialize, data of Nov 3, 2026. Licence: CC BY 4.0.