Zero of fourteen models named NICE CXone first on the direct prompt; zero named Amazon Connect. NICE CXone was named by fourteen of the fourteen models and Amazon Connect by eleven and NICE CXone carries 34 labels and Amazon Connect 19, so the shares are not directly comparable.
By Nice Ltd, Ra'anana, Israel, founded 1986. Named in three categories this edition.
By Amazon, Seattle, United States, founded 1994. Named in three 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 October 2026 Edition, NICE CXone and Amazon Connect were named in the same answer fifty-one times, of the 147 answers naming NICE CXone and the 77 naming Amazon Connect. In those answers Amazon Connect took the first choice two times and NICE CXone eleven.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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 eight in this category shown.
“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 · hard negative
“experienced professionals have warned others to "avoid NICE CXone like the plague."” Qwen 3.7 Flash · negative prompt · hard negative
“Platforms to Avoid or Be Cautious About ... Multiple outages ... Poor support” MiniMax M2.5 · negative prompt · hard negative
“NICE is widely regarded as the market heavyweight, often scoring highest in both "ability to execute" and "completeness of vision."” Gemini 3.5 Flash · comparative prompt · first choice
“If you need complex omnichannel enterprise routing → Genesys is the incumbent leader.” DeepSeek V4 Flash · comparative prompt · first choice
“If you are a large enterprise with complex needs... Choose Genesys or NICE.” Qwen 3.7 Flash · comparative prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid: NICE CXone and Amazon Connect for mid-sized B2B” Kimi K2 · paraphrase prompt · hard negative
“Some users report reliable performance, but others have experienced authentication outages affecting agent login.” Mistral Small · negative prompt · soft negative
“Not a platform to avoid generally, but don’t assume it’s a plug-and-play call-center package.” GPT-6 Luna · negative prompt · soft negative
“the best fit is usually Amazon Connect for a low-cost, pay-as-you-go contact center” GPT-5.4 mini · budget prompt · first choice
“My default pick for a tight budget is Amazon Connect” GPT-6 Luna · budget prompt · first choice
“For an AWS-oriented team that wants flexibility and usage-based pricing, assess Amazon Connect Customer” GPT-6 Luna · comparative prompt · alternative
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.