IBM Cognos Analytics
IBM Cognos Analytics is a business intelligence product for reporting, dashboards and data visualization with governed data
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. IBM Cognos Analytics has 5.
Why models recommend it
“Choose SAP/IBM if you're a large enterprise needing robust governance and traditional reporting”Kimi K2 · Comparative question · alternative
“For Advanced AI/Enterprise: SAS or IBM.”Grok 4.20 · Comparative question · alternative
What gives them pause
“Cognos retains a complex backend administrative model, steep learning curve for report authors, and high licensing costs”Gemini 3.5 Flash · Negative question · warning
Also on the shortlist
The products named in the same answers as IBM Cognos Analytics, over the 16 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 15 | 7 | View → | |
| 15 | 4 | View → | |
| 10 | 0 | View → | |
| 10 | 0 | View → | |
| 9 | 0 | View → | |
| 8 | 0 | View → | |
| 8 | 0 | View → | |
| 7 | 0 | View → | |
| 6 | 2 | View → | |
| 6 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 15 of the 16 answers that named IBM Cognos Analytics and are not a share of its labels.
Domains cited
No domain is on file for IBM Cognos Analytics, so its own site is not marked.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |