AWSVisual low-code tool for building AWS-backed apps from Figma designs
vs
MetabaseOpen source AI analytics you can verify
Comparison · Data Warehouse · weekly run Nov 3
AWS vs Metabase
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 2 for Metabase, 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 2)
- You need 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)
- Core federation and multi-account management included at no extra charge
Choose Metabase if…
- AI answers describe it more positively (63% vs 16% 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 | AWS | Metabase |
|---|---|---|
| Visibility score | 32.5% | 2% |
| Change vs last week | New | New |
| Rank in Data Warehouse | #5 | #20 |
| Share of voice | 9.3% | 1.1% |
| Mentions this run | 52 | 6 |
| Positive in AI answers | 16% | 63% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
AWS 0pp · Metabase 0pp over 0 weekly runs.
Engine by engine
AWS leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
AWSMetabase
Head to head in AI answers
3 engine answers name both brands
3AWS ranked higher
0Metabase ranked higher
| Prompt | Engine | AWS | Metabase |
|---|---|---|---|
| Top data warehouse options for B2B SaaS companies | ChatGPT | #7 | #12 |
| Best data warehouse for startups | ChatGPT | #6 | #14 |
| Best data warehouse for startups | AI Mode | #4 | #11 |
Features, pricing & fit
| Dimension | AWS | Metabase |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Free; paid from $100 per seat / mo |
| Free plan | — | Yes |
| Deployment | — | Self-hosted or Metabase Cloud, with air-gapped deployment available on Enterprise |
| Integrations | — | 237+ |
| Compliance | SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001 | SOC 1, SOC 2 Type II, GDPR, CCPA |
| Support | — | Email, Support form, Slack, Microsoft Teams |
| Founded | 2021 | 2014 |
| Headquarters | Seattle, Washington | — |
| Employees | 5,000+ | 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
AWS
Pricing not available.
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
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
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, “AWS vs Metabase”, https://slateindex.ai/compare/aws-vs-metabase, data of Nov 3, 2026. Licence: CC BY 4.0.