IBM Cognos Analytics vs Looker
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
Looker is the stronger AI pick in Business Intelligence: it has a visibility score of 29.8 versus 2.9 for IBM Cognos Analytics, and ranks ahead in 86% of the answers that name both.
Choose IBM Cognos Analytics if…
No clear advantage in the published data.
Choose Looker if…
- You want the brand AI engines rank higher (29.8 vs 2.9)
- AI answers describe it more positively (30% vs 25% positive)
- You need SOC 2 or ISO 27001 or FedRAMP or HIPAA coverage
- Governed semantic layer and metric consistency
AI visibility side by side
Latest weekly run · Nov 2
| Metric | IBM Cognos Analytics | Looker |
|---|---|---|
| Visibility score | 2.9% | 29.8% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #22 | #3 |
| Share of voice | 1.4% | 8.1% |
| Mentions this run | 8 | 42 |
| Positive in AI answers | 25% | 30% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
IBM Cognos Analytics 0pp · Looker 0pp over 0 weekly runs.
Engine by engine
Looker leads on 3 of 3 engines
Head to head in AI answers
7 engine answers name both brands
| Prompt | Engine | IBM Cognos Analytics | Looker |
|---|---|---|---|
| Which Business Intelligence vendors do analysts recommend? | ChatGPT | #15 | #8 |
| Which Business Intelligence vendors do analysts recommend? | Perplexity | #9 | #4 |
| Which Business Intelligence tools offer annual discounts? | ChatGPT | #5 | #9 |
| Official website of the top business intelligence tool vendors | ChatGPT | #10 | #5 |
| Official website of the top business intelligence tool vendors | AI Mode | #7 | #4 |
| Official website of the top business intelligence tool vendors | Perplexity | #9 | #4 |
| Who makes the most used business intelligence tool? | ChatGPT | #7 | #4 |
Features, pricing & fit
| Dimension | IBM Cognos Analytics | Looker |
|---|---|---|
| Deployment | On-premises, IBM-hosted cloud SaaS, and IBM Cloud Pak for Data | Google Cloud |
| Compliance | — | SOC 2, ISO 27001, FedRAMP, HIPAA |
| Funding | — | Series E · $280M raised |
Pros and cons
Themes from the AI answers that mention each brand
IBM Cognos Analytics
Profile in progress.
Looker
- Governed semantic layer and metric consistency
- Strong integration with Google Cloud, BigQuery and Workspace
- Developer-centric data modeling via LookML
- Around 4.5 out of 5 stars on Gartner Peer Insights
- Quote-only enterprise pricing starting above $60,000 a year
- Poor fit for NoSQL-heavy data stacks or standalone embedded needs
- Less suited to teams using macOS without virtual machines
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “IBM Cognos Analytics vs Looker”, https://slateindex.ai/compare/ibm-cognos-analytics-vs-looker, data of Nov 2, 2026. Licence: CC BY 4.0.