IBM Cognos AnalyticsBusiness Intelligence
vs
LightdashBuild Intelligence, not just dashboards.
Comparison · Business Intelligence · weekly run Nov 2
IBM Cognos Analytics vs Lightdash
Which one do AI engines recommend, and how do they differ on price, fit and features?
The short answer
IBM Cognos Analytics is the stronger AI pick in Business Intelligence: it has a visibility score of 2.9 versus 0.3 for Lightdash.
Choose IBM Cognos Analytics if…
- You want the brand AI engines rank higher (2.9 vs 0.3)
Choose Lightdash if…
- AI answers describe it more positively (100% vs 25% positive)
- You need a self-hosted or on-premises option
- You need SOC 2 or HIPAA (BAA support) coverage
AI visibility side by side
Latest weekly run · Nov 2
| Metric | IBM Cognos Analytics | Lightdash |
|---|---|---|
| Visibility score | 2.9% | 0.3% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #22 | #39 |
| Share of voice | 1.4% | 0.2% |
| Mentions this run | 8 | 1 |
| Positive in AI answers | 25% | 100% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
IBM Cognos Analytics 0pp · Lightdash 0pp over 0 weekly runs.
Engine by engine
IBM Cognos Analytics leads on 3 of 3 engines
ChatGPT
AI Mode
Perplexity
IBM Cognos AnalyticsLightdash
Head to head in AI answers
0 engine answers name both brands
0IBM Cognos Analytics ranked higher
0Lightdash ranked higher
Features, pricing & fit
| Dimension | IBM Cognos Analytics | Lightdash |
|---|---|---|
| Pricing model | — | Flat tiers |
| Entry price | — | Free; paid from $3,000 / mo |
| Free plan | — | Yes |
| Deployment | On-premises, IBM-hosted cloud SaaS, and IBM Cloud Pak for Data | Hosted on Google Cloud in US and EU regions, self-hosted via open source, or cloud or on-prem on the Enterprise tier. |
| Compliance | — | SOC 2, HIPAA (BAA support) |
| Support | — | Community Slack (Open Source plan), Private Slack channel and live chat (Cloud Pro), Private Slack channel and premium support with 8-hour response SLA (Enterprise) |
| Founded | — | 2021 |
| Headquarters | — | San Francisco, CA, United States |
| Employees | — | 11–50 |
| Funding | — | Series A · $19M raised |
| Best for | — | Data teams already using dbt who want self-serve BI without per-seat pricing. |
Plans side by side
IBM Cognos Analytics
Pricing not available.
Lightdash
Open Source$0month (self-hosted)
Cloud Pro$3,000month
EnterpriseCustomcontact sales
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “IBM Cognos Analytics vs Lightdash”, https://slateindex.ai/compare/ibm-cognos-analytics-vs-lightdash, data of Nov 2, 2026. Licence: CC BY 4.0.