# Alvaria: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 2 judge labels across 1 category by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/alvaria

## 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% | 43 | 0% | 2 |

## 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 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Alvaria, from 3 of the 3 answers that named it (only the models that return a source list).

### Domains cited

- research.isg-one.com: 3
- cxtoday.com: 2
- five9.com: 2
- nextiva.com: 2
- ringcentral.com: 2
- sobot.io: 2
- afiniti.com: 1
- alvaria.com: 1
- aspect.com: 1
- callcentrehelper.com: 1

### Pages cited

- https://research.isg-one.com/buyers-guide/customer_experience/contact_center_basic/2024: 2
- https://ringcentral.com/us/en/blog/top-contact-center-solutions: 2
- https://afiniti.com/ai-contact-center/enterprise-contact-center-solutions: 1
- https://alvaria.com/blog/5-must-haves-for-contact-center-software: 1
- https://aspect.com/resources/how-to-buy-contact-center-software-do-research: 1
- https://callcentrehelper.com/gartners-mq-european-players-248114.htm: 1
- https://covisian.com/insights/tech-blog/top-10-ccaas-platforms-in-the-usa-in-2025-full-comparison: 1
- https://cxtoday.com/contact-center-platform-reviews: 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.