# AWS Athena, Redshift Spectrum, and Glue: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/it/vendors/aws-athena-redshift-spectrum-and-glue

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data virtualization](https://www.gane.ai/index/it/it-data/data-virtualization/index.md) | 0% | 48 | 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 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 1 | 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 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named AWS Athena, Redshift Spectrum, and Glue, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- airbyte.com: 1
- cbinsights.com: 1
- domo.com: 1
- outsourceaccelerator.com: 1
- peerspot.com: 1
- rajeshkumar.xyz: 1
- solutionsreview.com: 1
- techtarget.com: 1
- thectoclub.com: 1
- verifiedmarketresearch.com: 1

### Pages cited

- https://airbyte.com/top-etl-tools-for-sources/data-virtualization-tools: 1
- https://cbinsights.com/esp/enterprise-tech/data-management/data-virtualization-platforms: 1
- https://domo.com/learn/article/best-data-virtualization-platforms: 1
- https://outsourceaccelerator.com/articles/data-virtualization-tools: 1
- https://peerspot.com/categories/data-virtualization: 1
- https://rajeshkumar.xyz/blog/data-virtualization-platforms: 1
- https://solutionsreview.com/data-integration/the-best-data-virtualization-tools: 1
- https://techtarget.com/news/5-leading-data-virtualization-tools-offer-integration-strategy/863677: 1

## 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.