Grafana vs IBM Cognos Analytics
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 for Grafana.
Choose Grafana if…
- AI answers describe it more positively (46% vs 25% positive)
- You need FedRAMP or NATSEC100 or PCI DSS or SOC 2 Type II or GDPR or ISO 27001 or CSA STAR coverage
- Permanent free tier
- Open, composable, flexible platform
Choose IBM Cognos Analytics if…
- You want the brand AI engines rank higher (2.9 vs 0)
AI visibility side by side
Latest weekly run · Nov 2
| Metric | Grafana | IBM Cognos Analytics |
|---|---|---|
| Visibility score | 0% | 2.9% |
| Change vs last week | New | New |
| Rank in Business Intelligence | #44 | #22 |
| Share of voice | 0% | 1.4% |
| Mentions this run | 0 | 8 |
| Positive in AI answers | 46% | 25% |
The stronger value in each row is marked with a ✓.
Visibility score trend
Weekly runs over the last 60 days
Grafana 0pp · IBM Cognos Analytics 0pp over 0 weekly runs.
Engine by engine
IBM Cognos Analytics leads on 3 of 3 engines
Head to head in AI answers
0 engine answers name both brands
Features, pricing & fit
| Dimension | Grafana | IBM Cognos Analytics |
|---|---|---|
| Pricing model | Usage-based | — |
| Entry price | Free; paid from $19 / mo | — |
| Free plan | Yes | — |
| Deployment | Fully managed Grafana Cloud on Public Cloud, Federal Cloud or Bring Your Own Cloud, plus self-managed Grafana Enterprise | On-premises, IBM-hosted cloud SaaS, and IBM Cloud Pak for Data |
| Compliance | FedRAMP, NATSEC100, PCI DSS, SOC 2 Type II, GDPR, ISO 27001, CSA STAR | — |
| Support | Community support (Free plan), 8x5 email support (Pro plan), Premium support (Enterprise plan) | — |
| Founded | 2014 | — |
| Headquarters | New York, NY | — |
| Employees | 1,001–5,000 | — |
| Funding | Series E · $1100M raised | — |
| Best for | Teams that want open-standard observability without lock-in, from startups to Fortune 500 enterprises | — |
Plans side by side
IBM Cognos Analytics
Pricing not available.
Pros and cons
Themes from the AI answers that mention each brand
Grafana
- Permanent free tier
- Open, composable, flexible platform
- Strong open-source, Prometheus and OpenTelemetry support
- Cost-effective, good value
- Managed hosting
- Complex multi-dimensional usage-based billing
- Self-hosting demands significant engineering maintenance
- Capped free-tier limits
IBM Cognos Analytics
Profile in progress.
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
Cite as: SlateIndex, “Grafana vs IBM Cognos Analytics”, https://slateindex.ai/compare/grafana-vs-ibm-cognos-analytics, data of Nov 2, 2026. Licence: CC BY 4.0.