Amazon Redshift vs Cloudera
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 1 for Cloudera, 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 1)
- AI answers describe it more positively (19% vs 0% positive)
- 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
Choose Cloudera if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Amazon Redshift | Cloudera |
|---|---|---|
| Visibility score | 40.5% | 1% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #3 | #25 |
| Share of voice | 9.8% | 0.5% |
| Mentions this run | 55 | 3 |
| Positive in AI answers | 19% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Amazon Redshift 0pp · Cloudera 0pp over 0 weekly runs.
Engine by engine
Amazon Redshift leads on 3 of 3 engines
Head to head in AI answers
3 engine answers name both brands
| Prompt | Engine | Amazon Redshift | Cloudera |
|---|---|---|---|
| Official website of the top data warehouse vendors | ChatGPT | #3 | #11 |
| Official website of the top data warehouse vendors | Perplexity | #3 | #15 |
| Where can I sign up for a data warehouse? | Perplexity | #2 | #7 |
Features, pricing & fit
| Dimension | Amazon Redshift | Cloudera |
|---|---|---|
| Deployment | Cloud, fully managed on AWS, as Provisioned clusters or Serverless | Public clouds, sovereign clouds, private data centers, air-gapped networks and the edge |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 9001, C5, PCI DSS, SOC 1, SOC 2 | — |
| Support | — | Support Portal, Cloudera Professional Services |
| Founded | 2013 | — |
| Headquarters | — | Santa Clara, California, US |
| Employees | — | 1,001–5,000 |
| Funding | — | Take-private by KKR · $1041M raised |
| Best for | — | Large enterprises and public sector organizations that need AI and analytics on data spread across clouds, data centers and the edge. |
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
Cloudera
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Amazon Redshift vs Cloudera”, https://slateindex.ai/compare/amazon-redshift-vs-cloudera, data of Nov 3, 2026. Licence: CC BY 4.0.