# IBM InfoSphere MDM: 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/gtm/vendors/ibm-infosphere-mdm

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data management platforms](https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/index.md) | 0% | 150 | 100% | 1 |

## And against it

- "Historically difficult to implement and maintain; requires deep expertise." (Qwen 3.7 Flash, DMP)

## 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 | 0 | 0 |
| 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 | 1 | 1 |
| 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 IBM InfoSphere MDM, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- gane.ai/index: 4
- alation.com: 2
- integrate.io: 2
- acceldata.io: 1
- alium.io: 1
- atrocore.com: 1
- bestdevops.com: 1
- buildberg.co: 1
- dev.to: 1
- devart.com: 1

### Pages cited

- https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/smb: 2
- https://www.gane.ai/index/it/it-data/master-data-management/enterprise: 2
- https://acceldata.io/blog/how-to-evaluate-agentic-data-management-platforms-key-questions-every-enterprise-should-ask: 1
- https://alation.com/blog/data-governance-tools: 1
- https://alation.com/blog/data-management-software: 1
- https://alium.io/research/switching-off-the-cdp: 1
- https://atrocore.com/en/blog/best-master-data-management-tools: 1
- https://bestdevops.com/top-10-master-data-management-tools-in-2025-features-pros-cons-comparison: 1

## Record

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