MaterializeThe live context layer for agents and apps
vs
MetabaseOpen source AI analytics you can verify
Comparison · Data Warehouse · weekly run Nov 3
Materialize vs Metabase
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Metabase is the stronger AI pick in Data Warehouse: it has a visibility score of 2 versus 0 for Materialize.
Choose Materialize if…
- You want a lower entry price ($1.5 vs $100)
- Usage-based pricing suits your budget better than per seat
Choose Metabase if…
- You want the brand AI engines rank higher (2 vs 0)
- You need SOC 1 or GDPR or CCPA coverage
- Per seat pricing suits your budget better than usage-based
- Free open-source edition for self-hosting
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Materialize | Metabase |
|---|---|---|
| Visibility score | 0% | 2% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #35 | #20 |
| Share of voice | 0% | 1.1% |
| Mentions this run | 0 | 6 |
| Positive in AI answers | — | 63% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Materialize 0pp · Metabase 0pp over 0 weekly runs.
Engine by engine
Metabase leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
MaterializeMetabase
Head to head in AI answers
0 engine answers name both brands
0Materialize ranked higher
0Metabase ranked higher
Features, pricing & fit
| Dimension | Materialize | Metabase |
|---|---|---|
| Pricing model | Usage-based | Per seat |
| Entry price | Free; paid from $1.5 / mo | Free; paid from $100 per seat / mo |
| Free plan | Yes | Yes |
| Deployment | Fully managed SaaS (Materialize Cloud) or self-managed on your own infrastructure, including air-gapped on-prem | Self-hosted or Metabase Cloud, with air-gapped deployment available on Enterprise |
| Integrations | — | 237+ |
| Compliance | SOC 2 Type II | SOC 1, SOC 2 Type II, GDPR, CCPA |
| 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) | Email, Support form, Slack, Microsoft Teams |
| Founded | 2019 | 2014 |
| Headquarters | New York, NY, United States | — |
| Employees | 51–200 | 51–200 |
| Funding | Series C · $100M raised | Series B · $43M raised |
| Best for | Engineering teams that want to build live data products and fresh context for AI agents and apps using SQL | Teams that want self-service analytics without relying on engineers, and software companies that need to embed analytics in their product |
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
Metabase
Open Source$0free, self-hosted, unlimited users
Starter$100month (5 users included, +$6/user/month)
Pro$575month (10 users included, +$12/user/month)
EnterpriseCustomcustom pricing (starts at $20,000 / year)
Pros and cons
Themes from the AI answers that mention each brand
Materialize
Profile in progress.
Metabase
- Free open-source edition for self-hosting
- Easy to deploy and user-friendly
- No-code visual builder and SQL for non-technical users
- Affordable, low-cost BI
- Best default starting point for startups and small teams
- Self-hosting means handling hosting, security, backups and updates yourself
- Extra token-based AI or custom usage fees on top of plans
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Materialize vs Metabase”, https://slateindex.ai/compare/materialize-vs-metabase, data of Nov 3, 2026. Licence: CC BY 4.0.