Two of fourteen models named Talkdesk first on the direct prompt; two named Genesys Cloud CX. Both were named by all fourteen models and Talkdesk carries 47 labels and Genesys Cloud CX 58, so the shares are not directly comparable.
Named in five categories this edition.
By Genesys, Daly City, United States, founded 1990. Named in five categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the contact center platforms page.
Across every category in the November 2026 Edition, Talkdesk and Genesys Cloud CX were named in the same answer 120 times, of the 157 answers naming Talkdesk and the 221 naming Genesys Cloud CX. In those answers Genesys Cloud CX took the first choice thirty-nine times and Talkdesk six.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.20 | ||||||
| Mistral Small | ||||||
| DeepSeek V4 Flash | ||||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | ||||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | ||||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B |
Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of six in this category shown.
“Frequent mentions of call quality issues (echo, latency, drops)... scalability and consistency draw complaints” Grok 4.20 · negative prompt · soft negative
“Some users experience slow loading pages and limited on-call support, especially with bulk SMS” Claude Haiku 4.5 · negative prompt · soft negative
“Test reporting against your real requirements before signing.” Perplexity Sonar · negative prompt · soft negative
“Talkdesk is the most common mid-market pick. It is a Gartner Leader in 2025, AI-native, and is priced for mid-market scale.” Muse Glimmer 30B · paraphrase prompt · first choice
“Best Overall: Talkdesk ... Talkdesk is the most balanced recommendation” DeepSeek V4 Flash · paraphrase prompt · first choice
“Dialpad and Talkdesk are standout choices if AI and flexibility are priorities” Mistral Small · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“The contact center platforms to be cautious about or avoid are Genesys Cloud CX, NICE CXone, Avaya, and Salesforce.” Llama 4 Maverick · negative prompt · hard negative
“Genesys ($75+/seat) are not suitable for budget-constrained teams despite their powerful features.” DeepSeek V4 Flash · budget prompt · hard negative
“Choose Genesys or NICE if you are a large enterprise needing proven global scale, complex omnichannel routing, and strict compliance.” Kimi K2 · comparative prompt · first choice
“Choose Genesys Cloud CX when omnichannel orchestration, customer‑journey control, and strong analytics are your top priorities.” GLM 4.7 FlashX · comparative prompt · first choice
“Choose Genesys or NICE for the broadest enterprise functionality, complex routing, global operations, and workforce management.” Perplexity Sonar · comparative prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.