# RingCentral Contact Center: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 13 judge labels across 4 categories by 8 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/ringcentral-contact-center

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contact center platforms](https://www.gane.ai/index/gtm/customer/contact-center-platforms/index.md) | 2% | 13 | 10% | 10 |
| [Conversational intelligence and call recording](https://www.gane.ai/index/gtm/sales/conversation-intelligence/index.md) | 0% | 71 | 100% | 1 |
| [Customer support and helpdesk](https://www.gane.ai/index/gtm/customer/customer-support-helpdesk/index.md) | 0% | 51 | 100% | 1 |
| [Sales dialers and calling](https://www.gane.ai/index/gtm/sales/sales-dialers-and-calling/index.md) | 0% | 49 | 0% | 1 |

## What the models said for it

- "RingCentral Contact Center (Best Overall Value)" (Claude Haiku 4.5, Contact center)
- "Solid if you want unified communications (UCaaS + CCaaS)... but slightly lower ratings" (Grok 4.20, Contact center)
- "Strong voice/video, integrated UC, easy to set up, good for unified comms use cases" (GLM 4.7 FlashX, Contact center)
- "RingCentral Contact Center is a frequent best overall cloud choice." (Muse Glimmer 30B, Contact center)

## And against it

- "Persistent reliability and bug issues reported by users; ongoing patch cycles suggest instability." (GLM 4.7 FlashX, Contact center)
- "Expensive implementation, complicated contracts" (Kimi K2, Helpdesk)
- "often lack depth vs. best-of-breed" (Grok 4.20, Conversation intel)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| 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 | 2 | 2 | 1 | 5 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 1 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 1 | 2 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named RingCentral Contact Center, from 42 of the 42 answers that named it (only the models that return a source list).

### Domains cited

- nextiva.com: 18
- softwareadvice.com: 18
- g2.com: 17
- capterra.com: 12
- cloudtalk.io: 12
- callcenterstudio.com: 11
- sobot.io: 10
- cxtoday.com: 9
- yellow.ai: 9
- dialpad.com: 8

### Pages cited

- https://softwareadvice.com/contact-center: 9
- https://yellow.ai/contact-center-software: 8
- https://softwareadvice.com/contact-center/small-business: 7
- https://dialpad.com/blog/contact-center-software: 6
- https://nextiva.com/blog/call-center-software-for-small-business.html: 6
- https://callcenterstudio.com/blog/8-best-ccaas-platforms-compared-2026-ultimate-buyers-guide: 5
- https://cloudtalk.io/blog/small-business-call-center-software: 5
- https://huggingface.co/gamlin/call-center-software-comparison: 5

## The company

RingCentral; https://www.ringcentral.com; Belmont, United States; founded 2003; public, RNG on New York Stock Exchange. From Wikidata, fetched 2026-09-14.

## 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.