Two of fourteen models named Talkdesk first on the direct prompt; zero named LiveAgent. Talkdesk was named by fourteen of the fourteen models and LiveAgent by eleven and Talkdesk carries 46 labels and LiveAgent 12, so the shares are not directly comparable.
Named in eight 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 four in this category shown.
“Start with Talkdesk or Aircall for most mid-market B2B—Talkdesk if you need enterprise-grade AI/routing” Grok 4.1 Fast · direct prompt · first choice
“For most mid-market B2B companies, Dialpad and Talkdesk are the top contenders” GLM 4.7 FlashX · direct prompt · first choice
“Talkdesk is widely considered the leader in "ease of use" among CCaaS platforms.” Qwen 3.7 Flash · paraphrase 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.