Zero of fourteen models named Amazon Connect first on the direct prompt; one named Nextiva Contact Center. Amazon Connect was named by twelve of the fourteen models and Nextiva Contact Center by ten and Amazon Connect carries 28 labels and Nextiva Contact Center 24, so the shares are not directly comparable.
By Amazon, Seattle, United States, founded 1994. Named in two categories this edition.
Named in two 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 4.20 | ||||||
| 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 seven in this category shown.
“Only choose these if your entire company already runs natively on those ecosystems; they are highly customizable but require technical setup” Qwen 3.7 Flash · scale prompt · soft negative
“Avoid if you do not have a dedicated technical team familiar with AWS. It is not ideal for non-technical managers.” Qwen 3.7 Flash · negative prompt · soft negative
“Criticized for unpredictable pricing (pay-per-use model), which can lead to high costs for high-volume teams.” Mistral Small · negative prompt · soft negative
“For a company with a limited budget, Amazon Connect (from AWS) stands out as one of the best options.” Grok 4.20 · budget prompt · first choice
“Amazon Connect (Best Overall for Low or Variable Call Volumes)” Gemini 3.5 Flash · budget prompt · first choice
“Choose Amazon Connect when the organization already runs on AWS and has technical resources to build and integrate.” Perplexity Sonar · comparative prompt · alternative
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Scrutinize renewal pricing. Published introductory rates may revert to higher list pricing” Perplexity Sonar · negative prompt · soft negative
“For most mid-market B2B companies, Nextiva is the strongest default choice” Perplexity Sonar · direct prompt · first choice
“Nextiva pricing starts at $15 per user per month, making it a highly affordable option with strong features.” Claude Haiku 4.5 · budget prompt · alternative
“Better suited to straightforward or moderately complex operations than very large global deployments.” Perplexity Sonar · 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.