# Alation: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 12 judge labels across 2 categories by 11 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/alation

## 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% | 22 | 0% | 11 |
| [Data warehouse and reverse ETL for marketing](https://www.gane.ai/index/gtm/gtm-data/data-warehouse-reverse-etl/index.md) | 0% | 57 | 0% | 1 |

## What the models said for it

- "Choose Alation if your main struggle is getting business users to actually find and trust the data." (Qwen 3.7 Flash, DMP)
- "Alternatives for data governance/analytics: Collibra, Alation, Atlan, Informatica" (Grok 4.20, DMP)
- "Alation: strong data discovery and analyst-friendly catalog experience." (GPT-5.4 mini, DMP)
- "(e.g., Collibra, Alation) may be better for enterprise needs" (MiniMax M2.5, DMP)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 1 | 1 | 0 | 2 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| 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 Alation, from 20 of the 24 answers that named it (only the models that return a source list).

### Domains cited

- alation.com: 8 (its own site)
- guideflow.com: 7
- estuary.dev: 6
- g2.com: 5
- improvado.io: 5
- linkedin.com: 5
- techrepublic.com: 5
- barc.com: 4
- domo.com: 4
- gane.ai/index: 4

### Pages cited

- https://guideflow.com/blog/data-management-platform: 6
- https://estuary.dev/blog/data-management-tools: 5
- https://techrepublic.com/article/best-data-management-software: 5
- https://domo.com/learn/article/best-data-management-platforms: 4
- https://improvado.io/blog/enterprise-data-management-tools: 4
- https://alation.com/blog/data-governance-tools: 3
- https://alation.com/blog/data-management-software: 3
- https://barc.com/reviews/data-tools: 3

## In its own words

What Alation's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Alation Intelligence Operating System (https://alation.com/)
- For: Global enterprises (https://alation.com/)
- Integrations claimed: 100 (https://www.alation.com/partners)
- Certifications: ISO 27001, SOC 2 Type II, ISO 27017, ISO 27018, ISO 27701, HIPAA, HITECH, FedRAMP
- Customers named: Oportun, Georgia-Pacific, Ciena, CNA Insurance, TPG Telecom, OceanaGold, Brambles, CHOP

## What it publishes

Every page alation.com exposes, read 2026-09-29: 953 addresses. By kind, pages and the last 90 days:

- blog: 183 pages, 0 in the last 90 days, latest undated
- case study: 9 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 136 pages, 0 in the last 90 days, latest undated
- conference or event: 10 pages, 0 in the last 90 days, latest undated
- report or ebook: 100 pages, 0 in the last 90 days, latest undated
- comparison: 17 pages, 0 in the last 90 days, latest undated
- template or tool: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 69 pages, 0 in the last 90 days, latest undated
- podcast or video: 89 pages, 0 in the last 90 days, latest undated
- news or press: 193 pages, 0 in the last 90 days, latest undated

## 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.