# AWS: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 3 categories by 5 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/aws

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Data clean rooms](https://www.gane.ai/index/gtm/gtm-data/data-clean-rooms/index.md) | 0% | 34 | 0% | 2 |
| [Data management platforms](https://www.gane.ai/index/gtm/gtm-data/data-management-platforms/index.md) | 0% | 50 | 0% | 2 |
| [Contact center platforms](https://www.gane.ai/index/gtm/customer/contact-center-platforms/index.md) | 0% | 61 | 0% | 1 |

## What the models said for it

- "AWS, Azure, and Google Cloud have extensive security certifications, though they come with their own considerations" (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 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| 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 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named AWS, from 11 of the 14 answers that named it (only the models that return a source list).

### Domains cited

- ftc.gov: 4
- decentriq.com: 3
- iab.com: 3
- techrepublic.com: 3
- cxtoday.com: 2
- data-axle.com: 2
- genesys.com: 2
- research.isg-one.com: 2
- rivery.io: 2
- sobot.io: 2

### Pages cited

- https://ftc.gov/policy/advocacy-research/tech-at-ftc/2024/11/data-clean-rooms-separating-fact-fiction: 4
- https://decentriq.com/article/data-clean-rooms-compared: 3
- https://techrepublic.com/article/best-data-management-software: 3
- https://data-axle.com/resources/blog/data-clean-rooms-explained-marketers: 2
- https://research.isg-one.com/market-perspectives/isg-buyers-guide-for-contact-centers-in-2025-classifies-and-rates-software-providers: 2
- https://rivery.io/data-learning-center/top-data-management-tools: 2
- https://usercentrics.com/knowledge-hub/data-clean-room: 2
- https://adexchanger.com/platforms/will-the-walled-gardens-turn-clean-room-tech-into-yet-another-platform-plaything: 1

## The company

Amazon Web Services; https://aws.amazon.com/; Seattle, United States; founded 2006; part of Amazon. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Positioning: Amazon Web Services offers reliable, scalable, and inexpensive cloud computing services. (https://aws.amazon.com/)
- For: From startups to enterprises (https://aws.amazon.com/)
- Price stated: Free to join, pay only for what you use. (https://aws.amazon.com/)
- Free plan or trial: Start free with AWS (https://aws.amazon.com/)
- Hosting: North America, South America, Europe, Middle East, Africa, Asia Pacific, Australia and New Zealand, AWS GovCloud (US-East)
- Customers named: Siemens Mobility, Booking.com, Audi, United, TUI, Moments Lab, March Networks, Precisely

## What it publishes

Every page aws.amazon.com exposes, read 2026-09-28: 280316 addresses. By kind, pages and the last 90 days:

- blog: 27117 pages, 0 in the last 90 days, latest undated
- case study: 2476 pages, 0 in the last 90 days, latest 2019-03-01
- webinar or virtual event: 2057 pages, 16 in the last 90 days, latest 2026-07-01
- conference or event: 1482 pages, 0 in the last 90 days, latest 2025-11-01
- report or ebook: 1090 pages, 16 in the last 90 days, latest 2026-09-01
- comparison: 1521 pages, 0 in the last 90 days, latest 2025-09-01
- template or tool: 150 pages, 0 in the last 90 days, latest 2025-05-01
- glossary or explainer: 6521 pages, 0 in the last 90 days, latest undated
- podcast or video: 351 pages, 0 in the last 90 days, latest undated
- news or press: 34 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/de/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/vi/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest/
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/tr/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest/
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/th/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest/
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/tw/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest/
- Recent: 2026-09-01 report or ebook: Sagemaker cicd notebook ai manifest https://aws.amazon.com/es/about-aws/whats-new/2026/09/sagemaker-cicd-notebook-ai-manifest/

## 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.