# IBM Cloud Pak for Data / IBM Data Virtualization: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 1 judge labels across 1 categories by 1 of 14 models. Page: https://it-ai-index.com/vendors/ibm-cloud-pak-for-data-ibm-data-virtualization/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data virtualization | 0% | 36 | 0% | 1 |

## What the models said for it

- "IBM for AI/legacy" (Grok 4.1 Fast, Data virtualization)

## In its own words

What IBM Cloud Pak for Data / IBM Data Virtualization's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Accelerate your journey to AI and transform how your business operates with an open, extensible data and AI platform that runs on any cloud. (https://www.ibm.com/products/data-virtualization-manager-for-zos)

## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.