# Contact center platforms: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "contact center platform" and as "cloud contact center software (CCaaS)", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Added to the October 2026 Edition on October 4, 2026. Page: https://www.gane.ai/index/gtm/customer/contact-center-platforms/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/gtm/customer/contact-center-platforms/index.md

**Standing:** Five9 leads with 18% of first choices; verdict contested. 56 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Five9](https://www.gane.ai/index/gtm/vendors/five9/index.md) | 18% | 18% | 50 |
| 2 | [Talkdesk](https://www.gane.ai/index/gtm/vendors/talkdesk/index.md) | 12% | 9% | 46 |
| 3 | [CloudTalk](https://www.gane.ai/index/gtm/vendors/cloudtalk/index.md) | 12% | 4% | 27 |
| 4 | [Dialpad Ai Contact Center](https://www.gane.ai/index/gtm/vendors/dialpad-ai-contact-center/index.md) | 9% | 10% | 29 |
| 5 | [LiveAgent](https://www.gane.ai/index/gtm/vendors/liveagent/index.md) | 9% | 0% | 12 |
| 6 | [Genesys Cloud CX](https://www.gane.ai/index/gtm/vendors/genesys-cloud-cx/index.md) | 7% | 18% | 45 |
| 9 | [NICE CXone](https://www.gane.ai/index/gtm/vendors/nice-cxone/index.md) | 4% | 26% | 34 |
| 10 | [Amazon Connect](https://www.gane.ai/index/gtm/vendors/amazon-connect/index.md) | 4% | 16% | 19 |
| 11 | [Nextiva Contact Center](https://www.gane.ai/index/gtm/vendors/nextiva-contact-center/index.md) | 2% | 5% | 22 |
| 12 | [Zoom Contact Center](https://www.gane.ai/index/gtm/vendors/zoom-contact-center/index.md) | 2% | 14% | 14 |
| 14 | [Aircall](https://www.gane.ai/index/gtm/vendors/aircall/index.md) | 2% | 25% | 16 |
| 20 | [RingCentral Events](https://www.gane.ai/index/gtm/vendors/ringcentral-events/index.md) | 0% | 15% | 13 |

Rank is by share of first choices among all 85 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: CloudTalk; alternatives Five9, Genesys Cloud CX, Talkdesk
- GPT-5.4 mini: Genesys Cloud CX; alternatives Dialpad Ai Contact Center, Five9, RingCentral Events, Zoom Contact Center
- Gemini 3.5 Flash: Dialpad Ai Contact Center; alternatives Aircall, Five9, Talkdesk, Zoom Contact Center
- Perplexity Sonar: CloudTalk; alternatives Nextiva Contact Center, RingCentral Contact Center, Talkdesk
- Grok 4.20: Aircall, Talkdesk; alternatives CloudTalk, Dialpad Ai Contact Center, Five9
- Mistral Small: Five9; alternatives Dialpad Ai Contact Center, Nextiva Contact Center, Talkdesk
- DeepSeek V4 Flash: Five9; alternatives CloudTalk, Dialpad Ai Contact Center, Genesys Cloud CX, Talkdesk
- Llama 4 Maverick: CloudTalk; alternatives RingCX, Talkdesk
- Qwen 3.7 Flash: Dialpad Ai Contact Center, Five9; alternatives Genesys Cloud CX
- Kimi K2: Dialpad Ai Contact Center, Five9; alternatives Genesys Cloud CX, Nextiva Contact Center
- GLM 4.7 FlashX: Dialpad Ai Contact Center, Talkdesk; alternatives Five9, Freshdesk Contact Center, Zendesk Contact Center
- MiniMax M2.5: Five9; alternatives CloudTalk, Dialpad Ai Contact Center, Talkdesk
- GPT-6 Luna: Five9; alternatives Genesys Cloud CX, Salesforce Voice
- Muse Glimmer 30B: CloudTalk; alternatives Aloware, Dialpad Ai Contact Center, Five9, Nextiva Contact Center

## Sources the answers cite

77 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- nextiva.com: 39 answers, 50 citations
- cloudtalk.io: 36 answers, 59 citations
- justcall.io: 32 answers, 34 citations
- g2.com: 27 answers, 48 citations
- ringcentral.com: 24 answers, 34 citations
- cxtoday.com: 21 answers, 34 citations
- zoom.com: 19 answers, 27 citations
- forbes.com: 18 answers, 19 citations

Pages named in the most answers:

- https://justcall.io/hub/best-software/contact-center (27 answers)
- https://cloudtalk.io/blog/best-contact-center-software-for-mid-market-teams (19 answers)
- https://nextiva.com/blog/contact-center-software.html (19 answers)
- https://forbes.com/advisor/business/software/best-call-center-software (15 answers)
- https://g2.com/categories/contact-center (15 answers)
- https://outsourceaccelerator.com/articles/contact-center-platforms (14 answers)
- https://ringcentral.com/cloud-contact-center.html (14 answers)
- https://learn.g2.com/best-contact-center-software (13 answers)
- https://zoom.com/en/blog/contact-center-solutions (13 answers)
- https://cloudtalk.io/blog/best-contact-center-workforce-management-software-based-on-g2 (12 answers)

## Warned against

- NICE CXone: 9 of 34 labels negative. "avoiding the high-ticket enterprise suites like NICE CXone or Genesys (which can easily run $100–$200+ per agent monthly)" (Gemini 3.5 Flash, budget prompt)
- Five9: 9 of 50 labels negative. "has accumulated a significant volume of negative feedback in recent years regarding its transition to fully managed services" (Qwen 3.7 Flash, negative prompt)
- Genesys Cloud CX: 8 of 45 labels negative. "avoiding the high-ticket enterprise suites like NICE CXone or Genesys" (Gemini 3.5 Flash, budget prompt)
- 8x8 Contact Center: 4 of 7 labels negative. "its specialized contact center software draws mixed-to-negative reviews for complex deployments" (Qwen 3.7 Flash, negative prompt)

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, October 2026 Edition, www.gane.ai/index/gtm.