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Contact center platforms · November 2026 Edition

Amazon Connect vs Nextiva Contact Center

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.

Amazon Connect

accepted challenger

By Amazon, Seattle, United States, founded 1994. Named in two categories this edition.

Nextiva Contact Center

accepted challenger

Named in two categories this edition.

First-choice share4%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate21%4%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#5#7A position in a field of 15; printed, not drawn.
Labels2824A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Amazon Connect reading right to left. Rank and label count are printed, not drawn.Talkdesk was named alongside these two in ten of the fourteen direct answers. CloudTalk vs Amazon Connect · CloudTalk vs Nextiva Contact Center · Talkdesk vs Amazon Connect

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.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Amazon ConnectFirst choices, of fourteen modelsNextiva Contact Center
Direct01
Paraphrase00
Comparative00
Budget-constrained20
Scale-constrained001 against Amazon Connect
Negative005 against Amazon Connect · 1 against Nextiva Contact Center
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Amazon Connect and Nextiva Contact Center stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Amazon Connect Nextiva Contact Center first choice named as an alternative argued againstblank: not namedEach cell is one answer, Amazon Connect on the left and Nextiva Contact Center on the right.

The direct prompt

The plain question, one answer per model, grouped by where Amazon Connect and Nextiva Contact Center stood in it.

Nextiva Contact Center first, Amazon Connect not the choice

1 of 14 modelsAmazon Connect was named in the answer but not as the choice, or not at all.
Perplexity SonarNextiva Contact Center alternatives: CloudTalk, Five9, Talkdesk

Neither was named

13 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5CloudTalk alternatives: Aloware, RingCentral RingCX, Talkdesk
GPT-5.4 miniGenesys Cloud CX alternatives: Five9, Talkdesk
Gemini 3.5 FlashTalkdesk alternatives: Five9, Genesys Cloud CX, Zoom Contact Center
Grok 4.20Talkdesk alternatives: Five9, RingCentral Contact Center, Salesforce Service Cloud, Zendesk Contact Center
Mistral SmallCloudTalk, Five9 alternatives: Aircall, Genesys Cloud CX, Salesforce Service Cloud
DeepSeek V4 FlashCloudTalk alternatives: Aircall, Talkdesk
Llama 4 MaverickCloudTalk alternatives: Five9, Genesys Cloud CX, JustCall, Talkdesk
Qwen 3.7 FlashCloudTalk alternatives: Aloware, Five9, Freshdesk Contact Center, RingCentral MVP
Kimi K2Aircall, CloudTalk alternatives: Salesforce Service Cloud, Zendesk Talk
GLM 4.7 FlashXPuzzel alternatives: CloudTalk, Genesys Cloud CX, Salesforce Service Cloud, Zendesk Contact Center
MiniMax M2.5CloudTalk alternatives: Five9, Genesys Cloud CX, Salesforce Service Cloud, Talkdesk
GPT-6 LunaGenesys Cloud CX alternatives: Five9, Talkdesk, Zendesk Contact Center
Muse Glimmer 30BCloudTalk alternatives: Five9, Genesys Cloud CX, Salesforce Service Cloud, Talkdesk, Zendesk Contact Center

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.

By buyer segment

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Nextiva Contact Center leads by twelve points.
Nextiva Contact Center12%#2 of 18
Amazon Connect0%#14 of 18
The full small business standing →
Mid-marketThe figures above
The order flips: Amazon Connect leads at mid-market.
Amazon Connect4%#5 of 15
Nextiva Contact Center2%#7 of 15
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Amazon Connect0%#9 of 10
Nextiva Contact Center0%#– of 10
The full enterprise standing →

What the models said about Amazon Connect

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

What the models said about Nextiva Contact Center

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
Also compared

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.