# Mage Data Platform: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://www.gane.ai/index/it/vendors/mage-data-platform

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data masking and test data management](https://www.gane.ai/index/it/it-data/data-masking-and-test-data/index.md) | 0% | 96 | 0% | 1 |
| [Data virtualization](https://www.gane.ai/index/it/it-data/data-virtualization/index.md) | 0% | 64 | 0% | 1 |

## 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 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| 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 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Mage Data Platform, from 2 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- magedata.ai: 2 (its own site)
- acceldata.io: 1
- accutivesecurity.com: 1
- appexchange.salesforce.com: 1
- datprof.com: 1
- dbi-services.com: 1
- etlclub.net: 1
- fivetran.com: 1
- gbhackers.com: 1
- gigantics.io: 1

### Pages cited

- https://acceldata.io/blog/data-governance-pricing-explained-what-to-expect: 1
- https://accutivesecurity.com/how-to-choose-the-best-data-masking-tools-gartner-based-on-gartner-peer-insights: 1
- https://appexchange.salesforce.com/appxListingDetail: 1
- https://datprof.com/solutions/best-data-masking-tools: 1
- https://dbi-services.com/blog/delphix-data-virtualization-and-masking: 1
- https://etlclub.net/best-data-virtualization-platforms: 1
- https://fivetran.com/learn/data-masking-software: 1
- https://gbhackers.com/data-masking-tools-buyers-guide: 1

## In its own words

What Mage Data Platform's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: Data Security Platform for the AI-Ready Enterprise (https://magedata.ai/)
- For: enterprises (https://magedata.ai/)
- Free plan or trial: Try It (https://magedata.ai/)
- Integrations claimed: 100 (https://magedata.ai/); 28 (https://magedata.ai/resources/case-studies) (pages disagree)
- Certifications: ISO 27001

## What it publishes

Every page magedata.ai exposes, read 2026-10-05: 321 addresses. By kind, pages and the last 90 days:

- blog: 95 pages, 4 in the last 90 days, latest 2026-09-18
- case study: 19 pages, 0 in the last 90 days, latest undated
- report or ebook: 38 pages, 0 in the last 90 days, latest undated
- comparison: 5 pages, 1 in the last 90 days, latest 2026-07-10
- glossary or explainer: 5 pages, 0 in the last 90 days, latest 2026-02-15
- podcast or video: 16 pages, 0 in the last 90 days, latest undated
- news or press: 42 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-18 blog: Every ai model leaves copies of production behind https://magedata.ai/resources/blog/every-ai-model-leaves-copies-of-production-behind
- Recent: 2026-08-12 blog: Why your ai strategy has a data security problem https://magedata.ai/resources/blog/why-your-ai-strategy-has-a-data-security-problem
- Recent: 2026-07-10 blog: How to select a database virtualization solution https://magedata.ai/resources/blog/how-to-select-a-database-virtualization-solution
- Recent: 2026-07-10 comparison: Mage data vs competition https://magedata.ai/resources/blog/mage-data-vs-competition
- Recent: 2026-07-10 blog: Top 5 database virtualization vendors 2026 https://magedata.ai/resources/blog/top-5-database-virtualization-vendors-2026
- Recent: 2026-03-01 blog: Taming the agentic ai beast https://magedata.ai/resources/blog/taming-the-agentic-ai-beast

## 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.