Amazon Redshift vs Metabase
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 2 for Metabase, 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 2)
- You need ISO 27001 or ISO 27017 or ISO 27018 or ISO 9001 or C5 or PCI DSS or SOC 2 coverage
- Petabyte-scale, fully managed data warehouse service
- Deep integration with AWS services like S3, IAM, and existing AWS operations
Choose Metabase if…
- AI answers describe it more positively (63% vs 19% positive)
- You need SOC 2 Type II or GDPR or CCPA coverage
- Free open-source edition for self-hosting
- Easy to deploy and user-friendly
AI visibility side by side
Latest weekly run · Nov 3
| Metric | Amazon Redshift | Metabase |
|---|---|---|
| Visibility score | 40.5% | 2% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #3 | #20 |
| Share of voice | 9.8% | 1.1% |
| Mentions this run | 55 | 6 |
| Positive in AI answers | 19% | 63% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Amazon Redshift 0pp · Metabase 0pp over 0 weekly runs.
Engine by engine
Amazon Redshift leads on 3 of 3 engines
Head to head in AI answers
4 engine answers name both brands
| Prompt | Engine | Amazon Redshift | Metabase |
|---|---|---|---|
| Top data warehouse options for B2B SaaS companies | ChatGPT | #3 | #12 |
| Best data warehouse for startups | ChatGPT | #5 | #14 |
| Best data warehouse for startups | AI Mode | #3 | #11 |
| Who makes the most used data warehouse? | Perplexity | #2 | #8 |
Features, pricing & fit
| Dimension | Amazon Redshift | Metabase |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Free; paid from $100 per seat / mo |
| Free plan | — | Yes |
| Deployment | Cloud, fully managed on AWS, as Provisioned clusters or Serverless | Self-hosted or Metabase Cloud, with air-gapped deployment available on Enterprise |
| Integrations | — | 237+ |
| Compliance | ISO 27001, ISO 27017, ISO 27018, ISO 9001, C5, PCI DSS, SOC 1, SOC 2 | SOC 1, SOC 2 Type II, GDPR, CCPA |
| Support | — | Email, Support form, Slack, Microsoft Teams |
| Founded | 2013 | 2014 |
| Employees | — | 51–200 |
| Funding | — | Series B · $43M raised |
| Best for | — | 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
Amazon Redshift
Pricing not available.
Metabase
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
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, “Amazon Redshift vs Metabase”, https://slateindex.ai/compare/amazon-redshift-vs-metabase, data of Nov 3, 2026. Licence: CC BY 4.0.