ClouderaThe hybrid data and AI platform that brings AI to data anywhere
vs
MaterializeThe live context layer for agents and apps
Comparison · Data Warehouse · weekly run Nov 3
Cloudera vs Materialize
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Cloudera is the stronger AI pick in Data Warehouse: it has a visibility score of 1 versus 0 for Materialize.
Choose Cloudera if…
- You want the brand AI engines rank higher (1 vs 0)
- You prefer a larger, established vendor (1,001–5,000 employees)
Choose Materialize if…
- You need SOC 2 Type II coverage
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Cloudera | Materialize |
|---|---|---|
| Visibility score | 1% | 0% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #25 | #35 |
| Share of voice | 0.5% | 0% |
| Mentions this run | 3 | 0 |
| Positive in AI answers | 0% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Cloudera 0pp · Materialize 0pp over 0 weekly runs.
Engine by engine
Cloudera leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
ClouderaMaterialize
Head to head in AI answers
0 engine answers name both brands
0Cloudera ranked higher
0Materialize ranked higher
Features, pricing & fit
| Dimension | Cloudera | Materialize |
|---|---|---|
| Pricing model | — | Usage-based |
| Entry price | — | Free; paid from $1.5 / mo |
| Free plan | — | Yes |
| Deployment | Public clouds, sovereign clouds, private data centers, air-gapped networks and the edge | Fully managed SaaS (Materialize Cloud) or self-managed on your own infrastructure, including air-gapped on-prem |
| Compliance | — | SOC 2 Type II |
| Support | Support Portal, Cloudera Professional Services | 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 | — | 2019 |
| Headquarters | Santa Clara, California, US | New York, NY, United States |
| Employees | 1,001–5,000 | 51–200 |
| Funding | Take-private by KKR · $1041M raised | Series C · $100M raised |
| Best for | Large enterprises and public sector organizations that need AI and analytics on data spread across clouds, data centers and the edge. | Engineering teams that want to build live data products and fresh context for AI agents and apps using SQL |
Plans side by side
Cloudera
Pricing not available.
Materialize
Cloud On-Demand$1.5per compute credit, billed monthly
Cloud Capacity$1.5per compute credit, annual prepaid plan
Self-Managed Community$0free forever
Self-Managed EnterpriseCustomannual license
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Cloudera vs Materialize”, https://slateindex.ai/compare/cloudera-vs-materialize, data of Nov 3, 2026. Licence: CC BY 4.0.