# Teradata: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/teradata

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data warehouse and reverse ETL for marketing](https://www.gane.ai/index/gtm/gtm-data/data-warehouse-reverse-etl/index.md) | 0% | 110 | 100% | 2 |

## And against it

- "Avoid: Legacy/On-Premise Solutions - IBM Netezza, Oracle Exadata, Teradata" (Mistral Small, Warehouse & ETL)
- "Avoid entirely for new marketing stacks." (DeepSeek V4 Flash, Warehouse & ETL)

## 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 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 1 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| 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 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Teradata, from 9 of the 10 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 5
- improvado.io: 5
- skyvia.com: 4
- datachannel.co: 3
- gane.ai/index: 3
- reddit.com: 3
- supermetrics.com: 3
- funnel.io: 2
- hexaware.com: 2
- hightouch.com: 2

### Pages cited

- https://improvado.io/blog/best-reverse-etl-tools: 3
- https://skyvia.com/blog/best-reverse-etl-tools: 3
- https://datachannel.co/blogs/best-reverse-etl-tools-in-2023: 2
- https://g2.com/categories/data-warehouse/small-business: 2
- https://g2.com/categories/reverse-etl/small-business: 2
- https://www.gane.ai/index/gtm/gtm-data/data-warehouse-reverse-etl/smb: 2
- https://hexaware.com/blogs/enterprise-data-management-7-important-things-you-should-know: 2
- https://my.idc.com/getdoc.jsp: 2

## The company

Teradata; https://www.teradata.com; San Diego, United States; founded 1979; about 8,300 employees; public, TDC on New York Stock Exchange. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Positioning: Fixed + Flex Pricing provides customers with financial control in the agentic era. (https://www.teradata.com/pricing)
- For: customers (https://www.teradata.com/pricing)
- Price stated: Fixed + Flex Pricing (https://www.teradata.com/pricing)
- Free plan or trial: Try for free (https://www.teradata.com/platform)
- Customers named: The Very Group, The Lottery Corporation, Sicredi, Banco Bradesco, Mitsui Sumitomo Insurance

## What it publishes

Every page teradata.com exposes, read 2026-09-29: 5650 addresses. By kind, pages and the last 90 days:

- blog: 1327 pages, 0 in the last 90 days, latest 2026-05-26
- case study: 156 pages, 25 in the last 90 days, latest 2026-09-09
- webinar or virtual event: 142 pages, 1 in the last 90 days, latest 2026-08-26
- conference or event: 363 pages, 2 in the last 90 days, latest 2026-08-10
- report or ebook: 253 pages, 2 in the last 90 days, latest 2026-08-19
- comparison: 27 pages, 2 in the last 90 days, latest 2026-09-23
- template or tool: 2 pages, 0 in the last 90 days, latest 2025-05-21
- glossary or explainer: 253 pages, 5 in the last 90 days, latest 2026-09-15
- podcast or video: 184 pages, 1 in the last 90 days, latest 2026-08-20
- news or press: 214 pages, 8 in the last 90 days, latest 2026-09-17
- Recent: 2026-09-23 comparison: Context engineering vs prompt engineering https://kr.teradata.com/insights/ai-and-machine-learning/context-engineering-vs-prompt-engineering
- Recent: 2026-09-17 news or press: Teradata Transforms Tera Into an Agentic Coworker | Teradata https://www.teradata.com/press-releases/2026/tera-an-agentic-coworker
- Recent: 2026-09-16 comparison: Context engineering vs prompt engineering https://www.teradata.com/insights/ai-and-machine-learning/context-engineering-vs-prompt-engineering
- Recent: 2026-09-15 glossary or explainer: What is a context engine https://www.teradata.com/insights/ai-and-machine-learning/what-is-a-context-engine
- Recent: 2026-09-14 glossary or explainer: What is conversational analytics https://www.teradata.com/insights/data-analytics/what-is-conversational-analytics
- Recent: 2026-09-11 glossary or explainer: What is ai governance https://www.teradata.com/insights/ai-and-machine-learning/what-is-ai-governance

## 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.