# AWS Connect: 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-connect

## 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% | 42 | 0% | 1 |
| [Contact center quality assurance](https://www.gane.ai/index/gtm/customer/contact-center-quality-assurance/index.md) | 0% | 63 | 0% | 1 |

## What the models said for it

- "Native cloud microservices platforms built from the ground up on a single codebase (e.g., Genesys Cloud CX, AWS Connect, NICE CXone native modules)." (Gemini 3.5 Flash, Contact center)

## 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 | 1 | 0 | 0 | 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 Connect, from 3 of the 6 answers that named it (only the models that return a source list).

### Domains cited

- acttoday.com: 1
- amplifai.com: 1
- aws.amazon.com: 1
- bland.ai: 1
- blog.contactcenterpipeline.com: 1
- callcenterpower.com: 1
- callcenterstudio.com: 1
- costbench.com: 1
- cxfoundation.com: 1
- dialaxy.com: 1

### Pages cited

- https://acttoday.com/blog/whats-next-for-call-centers-in-2026: 1
- https://amplifai.com/blog/best-call-center-ccaas-software: 1
- https://aws.amazon.com/blogs/machine-learning/aws-named-a-leader-in-the-2026-gartner-magic-quadrant-for-contact-center-as-a-service: 1
- https://bland.ai/blog/which-ai-voice-agent-holds-up-best-in-production-over-time: 1
- https://blog.contactcenterpipeline.com/2026/02/planning-for-the-inevitable: 1
- https://callcenterpower.com/open-cti-end-of-life-migration: 1
- https://callcenterstudio.com/blog/8-best-ccaas-platforms-compared-2026-ultimate-buyers-guide: 1
- https://costbench.com/best/best-contact-center-for-enterprise-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.