IBM Cognos Analytics 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 Business Intelligence: it has a visibility score of 21.7 versus 2.9 for IBM Cognos Analytics, and ranks ahead in 100% of the answers that name both.
Choose IBM Cognos Analytics if…
No clear advantage in the published data.
Choose Metabase if…
- You want the brand AI engines rank higher (21.7 vs 2.9)
- AI answers describe it more positively (63% vs 25% positive)
- You need SOC 1 or SOC 2 Type II or GDPR or CCPA coverage
- Free open-source edition for self-hosting
AI visibility side by side
Latest weekly run · Nov 2
| Metric | IBM Cognos Analytics | Metabase |
|---|---|---|
| Visibility score | 2.9% | 21.7% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #22 | #5 |
| Share of voice | 1.4% | 5.2% |
| Mentions this run | 8 | 27 |
| Positive in AI answers | 25% | 63% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
IBM Cognos Analytics 0pp · Metabase 0pp over 0 weekly runs.
Engine by engine
Metabase leads on 3 of 3 engines
Head to head in AI answers
1 engine answers name both brands
| Prompt | Engine | IBM Cognos Analytics | Metabase |
|---|---|---|---|
| Which Business Intelligence tools offer annual discounts? | ChatGPT | #5 | #3 |
Features, pricing & fit
| Dimension | IBM Cognos Analytics | Metabase |
|---|---|---|
| Pricing model | — | Per seat |
| Entry price | — | Free; paid from $100 per seat / mo |
| Free plan | — | Yes |
| Deployment | On-premises, IBM-hosted cloud SaaS, and IBM Cloud Pak for Data | Self-hosted or Metabase Cloud, with air-gapped deployment available on Enterprise |
| Integrations | — | 237+ |
| Compliance | — | SOC 1, SOC 2 Type II, GDPR, CCPA |
| Support | — | Email, Support form, Slack, Microsoft Teams |
| Founded | — | 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
IBM Cognos Analytics
Pricing not available.
Metabase
Pros and cons
Themes from the AI answers that mention each brand
IBM Cognos Analytics
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, “IBM Cognos Analytics vs Metabase”, https://slateindex.ai/compare/ibm-cognos-analytics-vs-metabase, data of Nov 2, 2026. Licence: CC BY 4.0.