# Teradata Vantage: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 6 judge labels across 1 category by 4 of 14 models. Page: https://www.gane.ai/index/it/vendors/teradata-vantage

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data warehouses](https://www.gane.ai/index/it/it-data/data-warehouses/index.md) | 0% | 44 | 67% | 6 |

## And against it

- "Avoid legacy ones like Teradata/Oracle unless you have specific enterprise needs." (Grok 4.20, Data warehouses)
- "Avoid these for new projects unless you have existing enterprise agreements" (Gemini 3.5 Flash, Data warehouses)
- "Avoid heavier enterprise options like Teradata, Oracle, or SAP" (Grok 4.20, Data warehouses)
- "Avoid unless you have a massive legacy investment." (DeepSeek V4 Flash, Data warehouses)

## 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 | 0 | 1 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 2 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 2 | 0 | 2 |
| 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 Teradata Vantage, from 17 of the 22 answers that named it (only the models that return a source list).

### Domains cited

- kanerika.com: 10
- g2.com: 6
- skyvia.com: 5
- clickhouse.com: 4
- databricks.com: 4
- double.cloud: 4
- infoworld.com: 4
- recordlydata.com: 4
- atlan.com: 3
- fortegrp.com: 3

### Pages cited

- https://kanerika.com/blogs/data-warehouse-tools: 6
- https://skyvia.com/blog/best-data-warehouse-tools: 5
- https://g2.com/categories/data-warehouse/enterprise: 4
- https://infoworld.com/article/4137452/buyers-guide-comparing-the-leading-cloud-data-platforms.html: 4
- https://kanerika.com/blogs/cloud-data-warehouse: 4
- https://atlan.com/best-cloud-data-warehouses: 3
- https://clickhouse.com/resources/engineering/top-5-cloud-data-warehouses: 3
- https://fortegrp.com/insights/best-cloud-data-warehouse: 3

## In its own words

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

- Positioning: the connected multi-cloud data platform for enterprise analytics (https://www.teradata.com/blogs/aws-data-exchange-and-teradata-vantage)
- For: enterprise analytics (https://www.teradata.com/blogs/aws-data-exchange-and-teradata-vantage)
- Price stated: priced for flexibility (https://www.teradata.com/blogs/aws-data-exchange-and-teradata-vantage)
- Free plan or trial: Try for free (https://www.teradata.com/blogs/connect-azure-services-to-vantage-as-a-service)
- Hosting: public clouds, on-premises, optimized or commodity infrastructure, as-a-service, Azure, supported region

## 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.