# NICE inContact: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 3 categories by 2 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/nice-incontact

## 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% | 77 | 33% | 3 |
| [AI voice agents](https://www.gane.ai/index/gtm/customer/ai-voice-agents/index.md) | 0% | 91 | 0% | 1 |
| [Contact center quality assurance](https://www.gane.ai/index/gtm/customer/contact-center-quality-assurance/index.md) | 0% | 81 | 0% | 1 |

## What the models said for it

- "A modular, truly omnichannel platform that offers incredible flexibility." (MiniMax M2.5, Contact center)

## And against it

- "Complex pricing, steep learning curve, inconsistent customer support, and frequent product changes that disrupt workflows." (MiniMax M2.5, 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 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 2 | 0 | 2 |
| 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 | 1 | 1 | 3 |
| 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 NICE inContact, from 1 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- capterra.ca: 1
- g2.com: 1
- kapiche.com: 1
- softwareadvice.com: 1
- verint.com: 1
- ximasoftware.com: 1
- zoom.com: 1

### Pages cited

- https://capterra.ca/directory/33415/contact-center-quality-assurance/software: 1
- https://g2.com/categories/contact-center-quality-assurance/small-business: 1
- https://g2.com/products/maestroqa/reviews: 1
- https://kapiche.com/blog/contact-center-quality-assurance-software: 1
- https://softwareadvice.com/quality-assurance/small-business: 1
- https://verint.com/blog/ai-in-contact-center-quality-the-promises-and-pitfalls: 1
- https://verint.com/guides/automated-quality-management: 1
- https://verint.com/guides/call-center-quality-assurance-best-practices: 1

## The company

Nice Ltd; https://www.nice.com; Ra'anana, Israel; founded 1986; public, NICE on Nasdaq. 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.