AWS vs Cloudera
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
AWS is the stronger AI pick in Data Warehouse: it has a visibility score of 32.5 versus 1 for Cloudera, and ranks ahead in 100% of the answers that name both.
Choose AWS if…
- You want the brand AI engines rank higher (32.5 vs 1)
- AI answers describe it more positively (16% vs 0% positive)
- You need SOC 1 or SOC 2 or SOC 3 or ISO 27017 or ISO 27018 or ISO 27701 or PCI DSS Level 1 or FedRAMP or DoD SRG or ISO 9001 or ISO 27001 coverage
- You prefer a larger, established vendor (5,000+ employees)
Choose Cloudera if…
No clear advantage in the published data.
AI visibility side by side
Latest weekly run · Nov 3
| Metric | AWS | Cloudera |
|---|---|---|
| Visibility score | 32.5% | 1% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #5 | #25 |
| Share of voice | 9.3% | 0.5% |
| Mentions this run | 52 | 3 |
| Positive in AI answers | 16% | 0% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AWS 0pp · Cloudera 0pp over 0 weekly runs.
Engine by engine
AWS leads on 3 of 3 engines
Head to head in AI answers
3 engine answers name both brands
| Prompt | Engine | AWS | Cloudera |
|---|---|---|---|
| Official website of the top data warehouse vendors | ChatGPT | #4 | #11 |
| Official website of the top data warehouse vendors | Perplexity | #4 | #15 |
| Where can I sign up for a data warehouse? | Perplexity | #3 | #7 |
Features, pricing & fit
| Dimension | AWS | Cloudera |
|---|---|---|
| Deployment | — | Public clouds, sovereign clouds, private data centers, air-gapped networks and the edge |
| Compliance | SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001 | — |
| Support | — | Support Portal, Cloudera Professional Services |
| Founded | 2021 | — |
| Headquarters | Seattle, Washington | Santa Clara, California, US |
| Employees | 5,000+ | 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
AWS
- Core federation and multi-account management included at no extra charge
- Enterprise-grade reliability and uptime on AWS infrastructure
- Pay-as-you-go, usage-based pricing
- Deep integration with the AWS ecosystem and AI tools
- Recognised by analysts such as Gartner and ISG
- Requires strong AWS engineering or technical expertise
Cloudera
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “AWS vs Cloudera”, https://slateindex.ai/compare/aws-vs-cloudera, data of Nov 3, 2026. Licence: CC BY 4.0.