Four of fourteen models named CloudTalk first on the direct prompt; zero named LiveAgent. CloudTalk was named by eleven of the fourteen models and LiveAgent by eleven and CloudTalk carries 27 labels and LiveAgent 12, so the shares are not directly comparable.
Named in thirteen categories this edition.
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.
| 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 three in this category shown.
“CloudTalk – ⚠️ Moderate Caution ... Recurring complaints about slow response times for urgent technical matters” Kimi K2 · negative prompt · soft negative
“CloudTalk is a cloud-based contact center platform built for mid-market sales and support teams that manage high call volumes without adding overhead.” Llama 4 Maverick · direct prompt · first choice
“CloudTalk is recommended as the best overall contact center software for mid-market sales & support teams needing AI and CRM depth” Claude Haiku 4.5 · direct prompt · first choice
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
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.