# Amazon Web Services: 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/amazon-web-services

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contact center platforms](https://www.gane.ai/index/gtm/customer/contact-center-platforms/index.md) | 0% | 44 | 0% | 1 |
| [Data management platforms](https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/index.md) | 0% | 62 | 0% | 1 |

## What the models said for it

- "Amazon Connect if you want AWS-centered flexibility and have the team to build around it" (GPT-6 Luna, Contact center)
- "Most comprehensive cloud service offerings" (MiniMax M2.5, DMP)

## 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 | 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 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Amazon Web Services, from 4 of the 4 answers that named it (only the models that return a source list).

### Domains cited

- gartner.com: 3
- genesys.com: 2
- nice.com: 2
- talkdesk.com: 2
- amplifai.com: 1
- bizz.ai: 1
- callcenterstudio.com: 1
- cisco.com: 1
- cloud.google.com: 1
- commquotes.com: 1

### Pages cited

- https://gartner.com/reviews/market/contact-center-as-a-service: 2
- https://amplifai.com/blog/best-call-center-ccaas-software: 1
- https://bizz.ai/blog/genesys-cloud-vs-five9-vs-nice-cxone-vs-talkdesk-vs-amazon-connect: 1
- https://callcenterstudio.com/blog/8-best-ccaas-platforms-compared-2026-ultimate-buyers-guide: 1
- https://cisco.com/c/en/us/products/collateral/contact-center/webex-contact-center/datasheet-c78-744541.pdf: 1
- https://cloud.google.com/blog/products/data-analytics/a-leader-in-gartner-magic-quadrant-for-data-integration-tools: 1
- https://commquotes.com/blog/best-cloud-contact-center-providers: 1
- https://cxfoundation.com/blog/gartner-magic-quadrant-ccaas-2026: 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.