# AWS Redshift: 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/gtm/vendors/aws-redshift

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data management platforms](https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/index.md) | 0% | 99 | 0% | 1 |
| [Data warehouse and reverse ETL for marketing](https://www.gane.ai/index/gtm/gtm-data/data-warehouse-reverse-etl/index.md) | 0% | 100 | 100% | 1 |

## And against it

- "❌ Provisioned AWS Redshift (Legacy / Fixed-Node Clusters) ... Why to avoid: Traditional provisioned Redshift requires manual cluster resizing" (Gemini 3.5 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 | 1 | 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 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| 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 AWS Redshift, from 5 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- 7wdata.be: 2
- hightouch.com: 2
- integrate.io: 2
- linkedin.com: 2
- snowflake.com: 2
- toolradar.com: 2
- aboutmartech.com: 1
- barc.com: 1
- bdemerson.com: 1
- blog.alguna.com: 1

### Pages cited

- https://7wdata.be/tool/census-reverse-etl: 2
- https://hightouch.com/blog/is-hightouch-expensive: 2
- https://hightouch.com/pricing: 2
- https://aboutmartech.com/blog/reverse-etl-tools: 1
- https://barc.com/reviews/data-tools: 1
- https://bdemerson.com/article/data-governance-tools: 1
- https://blog.alguna.com/enterprise-saas-pricing-models: 1
- https://brickclay.com/cloud-data-warehouses-for-enterprise-amazon-vs-azure-vs-google-vs-snowflake: 1

## 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.