Head-to-head · Self Service Analytics
IBM Cognos Analytics vs Metabase
IBM Cognos Analytics leads on 0 checks, Metabase on 1, and 2 are even. Who comes out ahead on the 3 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.
Our verdict
- Highest scoreIBM Cognos Analytics · 9.0/10
- Free planonly Metabase
- Free trialonly Metabase
- Most featuresMetabase · 2 of 3
IBM Cognos Analytics scores higher on our rubric for self service analytics: 9.0 against 8.9 out of 10; our editors rank them #4 and #5.
Metabase offers free plan; IBM Cognos Analytics doesn't.
IBM Cognos Analytics is the better fit for teams needing governed reporting and self-service analysis. Metabase is the better fit for teams seeking approachable, low-cost self-service BI.
- IBM Cognos Analytics fits best
Teams needing governed reporting and self-service analysis
- Metabase fits best
Teams seeking approachable, low-cost self-service BI
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Side by side
| Feature | IBM Cognos Analytics 9.0/10 Visit ↗ | Metabase 8.9/10 Visit ↗ |
|---|---|---|
| At a glance | ||
| Editor score | 9.0 | 8.9 |
| Ranking | #4 in Self Service Analytics | #5 in Self Service Analytics |
| Best for | Teams needing governed reporting and self-service analysis | Teams seeking approachable, low-cost self-service BI |
| Pricing model | Paid | Free plan + paid |
| Starting price | $10.60/user/mo | $65/user/yr |
| Free plan | — | ✓ (best) |
| Free trial | — | 14 days |
| Deployment | Cloud, Self-hosted | Cloud, Self-hosted |
| Platforms | Web | Web |
| Support | Phone, Community, Docs | Email, Tickets, Community |
| Integrations | 4 integrations | 237+ integrations |
| Built for | Small business, Mid-market, Enterprise | Small business, Mid-market, Enterprise |
| Features IBM Cognos Analytics 1/3 · Metabase 2/3 | ||
| Natural language queries | ✓ | ✓ |
| Scheduled data refresh | Not checked yet | Not checked yet |
| Row-level security | Not checked yet | ✓ (best) |
| Specs | ||
| Deployment | Not checked yet | Not checked yet |
| Data connectors | Not checked yet | Not checked yet |
| Dashboard sharing | Not checked yet | Not checked yet |
| Our review | ||
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| Our verdict | IBM Cognos Analytics brings business reporting, interactive dashboards and self-service data exploration into a governed analytics product. It is aimed at organizations that want business teams to explore data while administrators retain… Read the review → |
Metabase is an open-source business intelligence product for teams that want to query databases, create visualizations and dashboards, share reports, or embed analytics in applications. Its graphical query builder gives people a route to… Read the review → |
Strengths and trade-offs
IBM Cognos Analytics — where it wins
- Combines dashboards, data modeling, forecasting and natural-language exploration
- Centralized governance and access controls support managed reporting
- Cloud and self-hosted deployment options fit different environments
Where it doesn't
- Standard limits users to receiving reports rather than creating or scheduling them
- Premium costs more than Standard and is needed for report creation and scheduling
- Verified integrations listed are limited to IBM products
Metabase — where it wins
- Graphical query builder alongside a native SQL editor
- Free, self-hosted Open Source edition with unlimited transform runs
- Paid plans add dashboard embedding, security, and SSO options
Where it doesn't
- Advanced permissions and SSO require the Pro plan
- Enterprise pricing is custom
- Starter embedding is limited to basic dashboards and visualizations
- IBM Cognos Analytics9.0/10 · Paid
A governed analytics suite with self-service exploration and a clear split between viewing and reporting.
Visit IBM CognosFull verdict → - Metabase8.9/10 · Free plan · 14-day trial
An approachable BI tool with a free self-hosted edition and paid cloud options.
Visit MetabaseFull verdict →
All self service analytics comparisons → · Full ranking →
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update