Zero of fourteen models named LiveAgent first on the direct prompt; zero named NICE CXone. LiveAgent was named by eleven of the fourteen models and NICE CXone by fourteen and LiveAgent carries 12 labels and NICE CXone 34, so the shares are not directly comparable.
Named in five categories this edition.
By Nice Ltd, Ra'anana, Israel, founded 1986. 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.
| 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. Three of four in this category shown.
“LiveAgent: Starting at a low price point, LiveAgent is a highly affordable option that is great for voice-first teams and has a fast setup.” Llama 4 Maverick · budget prompt · first choice
“LiveAgent stands out as one of the cheapest options, starting at $15 per user/month, making it an excellent choice for tight budgets.” Claude Haiku 4.5 · budget prompt · first choice
“LiveAgent, CloudTalk, and Freshcaller are widely considered the best options in 2026 due to their low entry costs” Qwen 3.7 Flash · budget prompt · first choice
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
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.