# Oracle Customer Data Management: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/oracle-customer-data-management

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Master data management](https://www.gane.ai/index/it/it-data/master-data-management/index.md) | 0% | 69 | 100% | 1 |

## And against it

- "Legacy architecture in some offerings leads to high maintenance, slower performance in large-scale or real-time scenarios" (Grok 4.20, Master data)

## 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 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 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 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Oracle Customer Data Management, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- blog.scalefusion.com: 1
- capterra.co.uk: 1
- dataversity.net: 1
- docs.media.bitpipe.com: 1
- enflomaplata.uep.edu.py: 1
- fleetdm.com: 1
- g2.com: 1
- gartner.com: 1
- getapp.co.uk: 1
- informatica.com: 1

### Pages cited

- http://docs.media.bitpipe.com/io_10x/io_107310/item_604855/Magic_Quadrant_for_Mobile_Device_Management_Software.pdf: 1
- https://blog.scalefusion.com/top-mistakes-to-avoid-when-choosing-your-mdm-solution: 1
- https://capterra.co.uk/directory/31019/master-data-management/software: 1
- https://dataversity.net/articles/common-master-data-management-mdm-pitfalls: 1
- https://enflomaplata.uep.edu.py/sites/T0TCmh/705702/mobile_device_management_gartner__magic__quadrant-2022.pdf: 1
- https://fleetdm.com/reports/state-of-device-management: 1
- https://g2.com/products/reltio-connected-data-platform/reviews: 1
- https://gartner.com/en/documents/4009116: 1

## Record

- Method: https://www.gane.ai/index/it/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/it.