IBM Cloud Pak for Data
IBM Cloud Pak for Data is a cloud-native data platform used for data governance, data quality, privacy, cataloging and data virtualization · ibm.com ↗
Why models recommend it
“Choose IBM if: You want AI/ML integrated into your data virtualization strategy”Kimi K2 · Comparative question · alternative
“Regulated industry with IBM already in place? \u2192 IBM Cloud Pak for Data”DeepSeek V4 Flash · Comparative question · alternative
“AI-integrated cloud data virtualization, IBM Cloud Pak for Data / Microsoft”Muse Glimmer 30B · Comparative question · alternative
“Choose IBM for hybrid-cloud governance and legacy-system integration.”Perplexity Sonar · Comparative question · alternative
What gives them pause
“To Avoid on a Tight Budget ... ~$699/month”DeepSeek V4 Flash · Budget-constrained question · warning
“Organizations report challenges with implementation complexity and the broader IBM ecosystem dependency.”Kimi K2 · Negative question · warning
Also on the shortlist
The products named in the same answers as IBM Cloud Pak for Data, over the 34 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 30 | 22 | View → | |
| 25 | 0 | View → | |
| 20 | 1 | View → | |
| 15 | 1 | View → | |
| 13 | 0 | View → | |
| 11 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 0 | View → | |
| 4 | 1 | View → | |
| 4 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on IBM Cloud Pak for Data's own site, not checked by Gane.
- For
- organizations
- Free plan or trial
- Try it free
- Integrations
- 60
- Customers named
- Deutsche Lufthansa AG, Samsung Electro-Mechanics, Capital Bank, Shell
- Also from IBM
- IBM AI Fairness 360, IBM API Connect, IBM Apptio Cloudability, IBM Aspera, IBM Aspera Managed File Transfer, IBM Business Automation Workflow and 100 more
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 27 of the 34 answers that named IBM Cloud Pak for Data and are not a share of its labels.
Domains cited
107 of the 107 domain citations in answers naming IBM Cloud Pak for Data came from a third party's page.
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 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |