DremioThe Agentic Lakehouse: Built for Agents, Managed by Agents
vs
MaterializeThe live context layer for agents and apps
Comparison · Data Warehouse · weekly run Nov 3
Dremio vs Materialize
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Dremio is the stronger AI pick in Data Warehouse: it has a visibility score of 0.6 versus 0 for Materialize.
Choose Dremio if…
- You want the brand AI engines rank higher (0.6 vs 0)
- You want a lower entry price ($0.2 vs $1.5)
- You need a self-hosted or on-premises option
- You need SOC 2 Type 2 or ISO 27001:2013 or GDPR or CCPA coverage
Choose Materialize if…
- You want a free plan to start
- You need SOC 2 Type II coverage
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Dremio | Materialize |
|---|---|---|
| Visibility score | 0.6% | 0% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #27 | #35 |
| Share of voice | 0.4% | 0% |
| Mentions this run | 2 | 0 |
| Positive in AI answers | 50% | — |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Dremio 0pp · Materialize 0pp over 0 weekly runs.
Engine by engine
Dremio leads on 2 of 3 engines
ChatGPT
AI Mode
Perplexity
DremioMaterialize
Head to head in AI answers
0 engine answers name both brands
0Dremio ranked higher
0Materialize ranked higher
Features, pricing & fit
| Dimension | Dremio | Materialize |
|---|---|---|
| Pricing model | Usage-based | Usage-based |
| Entry price | $0.2 / mo | Free; paid from $1.5 / mo |
| Free plan | No · 30-day trial | Yes |
| Deployment | Fully managed cloud service (Dremio Cloud) or self-managed software on Kubernetes, on-premises or in AWS, Azure or GCP (Dremio Enterprise). | Fully managed SaaS (Materialize Cloud) or self-managed on your own infrastructure, including air-gapped on-prem |
| Compliance | SOC 2 Type 2, ISO 27001:2013, GDPR, CCPA | SOC 2 Type II |
| Support | Enterprise-grade support plans, Security documentation and Trust Center, Hands-on workshops | 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 | 2015 | 2019 |
| Headquarters | — | New York, NY, United States |
| Employees | — | 51–200 |
| Funding | Series E | Series C · $100M raised |
| 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). | Engineering teams that want to build live data products and fresh context for AI agents and apps using SQL |
Plans side by side
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
Pros and cons
Themes from the AI answers that mention each brand
Dremio
- keeps data in an open lakehouse without copying it into a proprietary warehouse
Materialize
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Dremio vs Materialize”, https://slateindex.ai/compare/dremio-vs-materialize, data of Nov 3, 2026. Licence: CC BY 4.0.