# Alation: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 60 judge labels across 4 categories by 14 of 14 models. Page: https://it-ai-index.com/vendors/alation/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Data catalogs and governance | 0% | 10 | 28% | 57 |
| Data quality and observability | 0% | 97 | 100% | 1 |
| Data virtualization | 0% | 49 | 0% | 1 |
| Master data management | 0% | 45 | 0% | 1 |

## What the models said for it

- "Best-in-class search, behavioral analytics, conversational discovery with LLM assistance" (Kimi K2, Data catalogs)
- "favoring middle-ground options like Alation, Collibra, Atlan, or Microsoft Purview" (Qwen 3.7 Flash, Data catalogs)
- "look toward modern "active metadata" platforms like Atlan, Alation, or Secoda" (Gemini 3.5 Flash, Data catalogs)
- "Alation is widely considered the best "self-service" data catalog." (Qwen 3.7 Flash, Data catalogs)

## And against it

- "Typically Too Expensive for Mid-Market - Alation: Enterprise deployments often start around $198,000/year" (Kimi K2, Data catalogs)
- "Options to Avoid ... Commercial tools (Collibra, Alation, Atlan, Select Star)" (DeepSeek V4 Flash, Data catalogs)
- "Alation | Strong but pricey; 6–12 week deployment; enterprise-focused" (DeepSeek V4 Flash, Data catalogs)
- "What to Avoid: The "Enterprise Trap" ... Why you should skip them" (Gemini 3.5 Flash, Data catalogs)

## 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 27001:2022, SOC 2 Type 2, ISO 27017:2015, ISO 27018:2019, ISO 27701:2019, HIPAA, HITECH, FedRAMP Moderate
- 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://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.