# Decube: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 4 judge labels across 3 categories by 3 of 14 models. Page: https://www.gane.ai/index/it/vendors/decube

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data catalogs and governance](https://www.gane.ai/index/it/it-data/data-catalogs-and-governance/index.md) | 0% | 23 | 0% | 2 |
| [AI governance platforms](https://www.gane.ai/index/it/it-data/ai-governance-platforms/index.md) | 0% | 66 | 0% | 1 |
| [Data quality and observability](https://www.gane.ai/index/it/it-data/data-quality-and-observability/index.md) | 0% | 87 | 0% | 1 |

## What the models said for it

- "Unified platform covering cataloging, data quality monitoring, lineage and access governance in one product" (Muse Glimmer 30B, Data catalogs)
- "Choose Collibra or Decube when data cataloging, lineage, and provenance are central requirements." (Perplexity Sonar, AI governance)
- "Dataedo or Secoda / Decube | Simple onboarding without heavy enterprise price tags." (Gemini 3.5 Flash, Data catalogs)

## 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 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Decube, from 8 of the 8 answers that named it (only the models that return a source list).

### Domains cited

- decube.io: 5 (its own site)
- ovaledge.com: 4
- acceldata.io: 2
- atlan.com: 2
- datastackindex.com: 2
- datatrail.ai: 2
- g2.com: 2
- gane.ai/index: 2
- kanerika.com: 2
- montecarlo.ai: 2

### Pages cited

- https://decube.io/post/top-data-catalog-tools: 3
- https://acceldata.io/blog/top-data-catalog-tools-to-govern-discover-and-trust-data: 2
- https://atlan.com/data-catalog-tools: 2
- https://www.gane.ai/index/it/it-data/data-quality-and-observability/smb: 2
- https://ovaledge.com/blog/top-data-catalogs: 2
- https://7wdata.be/tool/atlan-catalog: 1
- https://akto.io/blog/ai-governance-solutions: 1
- https://alexsolutions.com/pricing: 1

## In its own words

What Decube's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: Data Governance Tool and Context Platform. Built for AI Agents (https://decube.io/)
- For: data teams and AI agents (https://decube.io/)
- Price stated: Starter, Growth, Enterprise (https://www.decube.io/pricing)
- Starting price: $175 USD/user/month (https://www.decube.io/pricing)
- Integrations claimed: 12 (https://decube.io/)
- Certifications: ISO 27001, HIPAA, GDPR, SOC 2 Type II
- Hosting: United States (US), Europe (EU), Asia Pacific (APAC)

## What it publishes

Every page decube.io exposes, read 2026-10-05: 791 addresses. By kind, pages and the last 90 days:

- blog: 421 pages, 5 in the last 90 days, latest 2026-08-03
- case study: 6 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 1 pages, 0 in the last 90 days, latest undated
- conference or event: 7 pages, 0 in the last 90 days, latest undated
- report or ebook: 4 pages, 1 in the last 90 days, latest 2026-07-30
- comparison: 46 pages, 0 in the last 90 days, latest 2026-07-03
- template or tool: 1 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 40 pages, 4 in the last 90 days, latest 2026-09-25
- Recent: 2026-09-25 glossary or explainer: Glossary of terminologies https://docs.decube.io/data-quality-v2/glossary-of-terminologies
- Recent: 2026-08-03 blog: 4 best practices for effective data stewardship in your organization https://www.decube.io/post/4-best-practices-for-effective-data-stewardship-in-your-organization
- Recent: 2026-08-03 blog: Data silos https://www.decube.io/post/data-silos
- Recent: 2026-07-30 glossary or explainer: Glossary category and terms https://docs.decube.io/glossary/glossary-category-and-terms
- Recent: 2026-07-30 report or ebook: Asset report data quality scorecard https://docs.decube.io/reports/asset-report-data-quality-scorecard
- Recent: 2026-07-29 blog: Ai governance framework https://www.decube.io/post/ai-governance-framework

## 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.