# Contact center platforms for enterprise buyers: what AI models recommend, November 2026

Gane Index, November 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 an enterprise B2B company. Added to the November 2026 Edition. Page: https://www.gane.ai/index/gtm/customer/contact-center-platforms/2026-11/enterprise

**Standing:** Genesys Cloud CX leads with 69% of first choices; verdict clear leader. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Genesys Cloud CX](https://www.gane.ai/index/gtm/vendors/genesys-cloud-cx/index.md) | 69% | 9% | 68 |
| 2 | [NICE CXone](https://www.gane.ai/index/gtm/vendors/nice-cxone/index.md) | 17% | 5% | 58 |
| 4 | [Five9](https://www.gane.ai/index/gtm/vendors/five9/index.md) | 4% | 16% | 55 |
| 5 | [Cisco Webex Contact Center](https://www.gane.ai/index/gtm/vendors/cisco-webex-contact-center/index.md) | 2% | 12% | 24 |
| 7 | [Talkdesk](https://www.gane.ai/index/gtm/vendors/talkdesk/index.md) | 0% | 26% | 42 |
| 8 | [Salesforce Service Cloud](https://www.gane.ai/index/gtm/vendors/salesforce-service-cloud/index.md) | 0% | 8% | 13 |
| 14 | [Zendesk Contact Center](https://www.gane.ai/index/gtm/vendors/zendesk-contact-center/index.md) | 0% | 30% | 10 |
| 46 | [Dialpad Ai Contact Center](https://www.gane.ai/index/gtm/vendors/dialpad-ai-contact-center/index.md) | 0% | 40% | 10 |
| 48 | [Amazon Connect](https://www.gane.ai/index/gtm/vendors/amazon-connect/index.md) | 0% | 45% | 38 |
| 68 | [Avaya Infinity](https://www.gane.ai/index/gtm/vendors/avaya-infinity/index.md) | 0% | 91% | 11 |

Rank is by share of first choices among all 68 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: Genesys Cloud CX, NICE CXone; alternatives Five9, Talkdesk
- GPT-5.4 mini: Genesys Cloud CX; alternatives Cisco, Five9, NICE CXone, Salesforce Service Cloud
- Gemini 3.5 Flash: Genesys Cloud CX, NICE CXone; alternatives Amazon Connect, Five9, Salesforce Service Cloud, Talkdesk
- Perplexity Sonar: Genesys Cloud CX; alternatives Amazon Connect, Five9, Salesforce Service Cloud with voice/contact-center integration
- Grok 4.20: Genesys Cloud CX; alternatives Amazon Connect, Five9, NICE CXone
- Mistral Small: Genesys Cloud CX, NICE CXone; alternatives Cresta, Salesforce Service Cloud, Zendesk Contact Center
- DeepSeek V4 Flash: Genesys Cloud CX; alternatives AWS Connect, Five9, NICE CXone, Talkdesk
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Genesys Cloud CX; alternatives Five9, Microsoft Dynamics 365 Sales, NICE CXone, Salesforce Service Cloud
- Kimi K2: Five9, Genesys Cloud CX; alternatives Microsoft Dynamics 365 Contact Center, Talkdesk
- GLM 4.7 FlashX: Genesys Cloud CX; alternatives Five9, NICE CXone, Talkdesk
- MiniMax M2.5: Genesys Cloud CX, NICE CXone; alternatives Five9, Salesforce Service Cloud, Talkdesk
- GPT-6 Luna: Genesys Cloud CX, NICE CXone; alternatives Amazon Connect, Salesforce's contact-center options
- Muse Glimmer 30B: Genesys Cloud CX, NICE CXone; alternatives 8x8, Five9, Salesforce Service Cloud, Talkdesk

## 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:

- genesys.com: 27 answers, 40 citations
- g2.com: 26 answers, 35 citations
- cxtoday.com: 24 answers, 39 citations
- nextiva.com: 22 answers, 34 citations
- techtarget.com: 22 answers, 24 citations
- ringcentral.com: 20 answers, 29 citations
- softwareadvice.com: 18 answers, 19 citations
- sobot.io: 15 answers, 18 citations

Pages named in the most answers:

- https://techtarget.com/news/Top-19-contact-center-platforms-of-2026/848649 (17 answers)
- https://altigen.com/how-to-evaluate-contact-center-software-enterprise (14 answers)
- https://g2.com/categories/contact-center/enterprise (14 answers)
- https://ringcentral.com/us/en/blog/enterprise-contact-center (14 answers)
- https://softwareadvice.com/contact-center (14 answers)
- https://alpharun.com/blog/best-enterprise-call-center-software (13 answers)
- https://nextiva.com/blog/contact-center-software.html (12 answers)
- https://huggingface.co/gamlin/call-center-software-comparison (11 answers)
- https://thunai.ai/blog/best-enterprise-contact-center-solutions (10 answers)
- https://cresta.com/guides/best-contact-center-software (9 answers)

## Warned against

- Amazon Connect: 17 of 38 labels negative. "What to Avoid - Amazon Connect: Usage-based pricing (pay-per-minute) creates cost variability" (MiniMax M2.5, budget prompt)
- Avaya Infinity: 10 of 11 labels negative. "Specifically mentioned as a platform to avoid due to significant drawbacks and poor reputation" (Mistral Small, negative prompt)
- Talkdesk: 11 of 42 labels negative. "Talkdesk and RingCentral offer cloud-native contact center with AI add-ons, but recurring complaints about nickel-and-diming, support friction, and limited multichannel follow-up" (Muse Glimmer 30B, negative prompt)
- Five9: 9 of 55 labels negative. "they carry implementation weight, seat-based pricing, and a support-first architecture that can overbuild a revenue team's needs" (Llama 4 Maverick, negative prompt)

## Movement since October 2026

Floor: 11 points of share, measured on the calibration repeat.
Same leader: Genesys Cloud CX at 69%.

- Genesys Cloud CX: 55% to 69%, +14. Cleared the floor by 3 points · rank 1 of 68, unchanged.
- Amazon Connect: 6% to 0%, −6. Inside the floor by 5 points · rank 3 → 48 of 68.
- Five9: 0% to 4%, +4. Inside the floor by 7 points · rank 15 → 4 of 68.
- Salesforce Service Cloud: 4% to 0%, −4. Inside the floor by 7 points · rank 4 → 8 of 68.
- NICE CXone: 15% to 17%, +2. Inside the floor by 9 points · rank 2 of 68, unchanged.
- Cisco Webex Contact Center: 0% to 2%, +2. Inside the floor by 9 points · rank 16 → 5 of 68.
- Talkdesk: 2% to 0%, −2. Inside the floor by 9 points · rank 6 → 7 of 68.
- Zendesk Contact Center: 2% to 0%, −2. Inside the floor by 9 points · rank 7 → 14 of 68.
- Twilio Flex: 0% to 0%, ±0. Inside the floor by 11 points · rank 17 → 45 of 68.
- Dialpad Ai Contact Center: 0% to 0%, ±0. Inside the floor by 11 points · rank 69 → 46 of 68.
- Avaya Infinity: 0% to 0%, ±0. Inside the floor by 11 points · rank 45 → 68 of 68.

## 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.