# Ataccama ONE MDM: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/ataccama-one-mdm

## 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) | 2% | 8 | 0% | 2 |

## What the models said for it

- "my default recommendation would be Semarchy Data Platform or Ataccama ONE MDM" (GPT-5.4 mini, Master data)
- "Consider Informatica or Ataccama, depending on whether integration breadth or embedded quality and governance are the priority." (GPT-6 Luna, Master data)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| 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 | 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 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Ataccama ONE MDM, from 2 of the 2 answers that named it (only the models that return a source list).

### Domains cited

- gartner.com: 2
- ataccama.com: 1 (its own site)
- boomi.com: 1
- doc.stibosystems.com: 1
- help.sap.com: 1
- ibm.com: 1
- info.semarchy.com: 1
- informatica.com: 1
- investor.salesforce.com: 1
- profisee.com: 1

### Pages cited

- https://ataccama.com/learn/data-management-platform: 1
- https://boomi.com/platform/datahub: 1
- https://doc.stibosystems.com/doc/version/latest/web/content/homepagestep.html: 1
- https://gartner.com/en/documents/7683461: 1
- https://gartner.com/reviews/market/master-data-management-solutions: 1
- https://gartner.com/reviews/market/mdm-customer-data-solutions: 1
- https://gartner.com/reviews/market/product-information-management-solutions: 1
- https://help.sap.com/docs/SAP_S4HANA_ON-PREMISE/6d52de87aa0d4fb6a90924720a5b0549/56a57357f2b1aa6be10000000a4450e5.html: 1

## What it publishes

Every page ataccama.com exposes, read 2026-09-29: 10656 addresses. By kind, pages and the last 90 days:

- blog: 162 pages, 14 in the last 90 days, latest 2026-09-28
- case study: 33 pages, 3 in the last 90 days, latest 2026-09-18
- webinar or virtual event: 155 pages, 2 in the last 90 days, latest 2026-09-16
- conference or event: 121 pages, 12 in the last 90 days, latest 2026-10-15
- report or ebook: 101 pages, 6 in the last 90 days, latest 2026-09-15
- comparison: 12 pages, 1 in the last 90 days, latest 2026-07-14
- template or tool: 5 pages, 0 in the last 90 days, latest 2026-06-01
- glossary or explainer: 456 pages, 2 in the last 90 days, latest 2026-07-28
- podcast or video: 1 pages, 0 in the last 90 days, latest 2025-12-10
- news or press: 95 pages, 4 in the last 90 days, latest 2026-09-09
- Recent: 2026-10-15 conference or event: Snowflake world tour new york https://www.ataccama.com/events/snowflake-world-tour-new-york
- Recent: 2026-10-15 conference or event: Gartner uk cdao community executive summit https://www.ataccama.com/events/gartner-uk-cdao-community-executive-summit
- Recent: 2026-10-15 conference or event: The winners circle https://www.ataccama.com/events/the-winners-circle
- Recent: 2026-10-14 conference or event: Data innovation summit mea 2026 https://www.ataccama.com/events/data-innovation-summit-mea-2026
- Recent: 2026-10-13 conference or event: Trust driven medallion architecture https://www.ataccama.com/events/trust-driven-medallion-architecture
- Recent: 2026-09-28 blog: Data enrichment https://www.ataccama.com/blog/data-enrichment

## 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.