Contact center platforms · November 2026 Edition
CloudTalk vs Amazon Connect
Eight of fourteen models named CloudTalk first on the direct prompt; zero named Amazon Connect. CloudTalk was named by eleven of the fourteen models and Amazon Connect by twelve and CloudTalk carries 21 labels and Amazon Connect 28, so the shares are not directly comparable.
Named in nine categories this edition.
By Amazon, Seattle, United States, founded 1994. Named in two categories this edition.
First-choice share21%4%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate0%21%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#1#5A position in a field of 15; printed, not drawn.
Labels2128A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, CloudTalk 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 Talkdesk · CloudTalk vs Genesys Cloud CX · CloudTalk vs Five9
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.
CloudTalkFirst choices, of fourteen modelsAmazon Connect
Direct80
Paraphrase20
Comparative00
Budget-constrained02
Scale-constrained001 against Amazon Connect
Negative005 against Amazon Connect
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 CloudTalk and Amazon Connect stood in it.
| 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 | | | |
CloudTalk Amazon Connect first choice named as an alternative argued againstblank: not namedEach cell is one answer, CloudTalk on the left and Amazon Connect on the right.The direct prompt
The plain question, one answer per model, grouped by where CloudTalk and Amazon Connect stood in it.
CloudTalk first, Amazon Connect not the choice
8 of 14 modelsAmazon Connect was named in the answer but not as the choice, or not at all.Claude Haiku 4.5CloudTalk alternatives: Aloware, RingCentral RingCX, Talkdesk
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
MiniMax M2.5CloudTalk alternatives: Five9, Genesys Cloud CX, Salesforce Service Cloud, Talkdesk
Muse Glimmer 30BCloudTalk alternatives: Five9, Genesys Cloud CX, Salesforce Service Cloud, Talkdesk, Zendesk Contact Center
Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Perplexity SonarNextiva Contact Center alternatives: CloudTalk, Five9, Talkdesk
GLM 4.7 FlashXPuzzel alternatives: CloudTalk, Genesys Cloud CX, Salesforce Service Cloud, Zendesk Contact Center
Neither was named
4 of 14 modelsThe answer made no first choice from these two in this category.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
GPT-6 LunaGenesys Cloud CX alternatives: Five9, 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
CloudTalk leads by seven points.
CloudTalk7%#3 of 18Amazon Connect0%#14 of 18Mid-marketThe figures above
CloudTalk leads by seventeen points.
CloudTalk21%#1 of 15Amazon Connect4%#5 of 15Enterprise
Level: the same share of first choices.
CloudTalk0%#– of 10Amazon Connect0%#9 of 10What the models said about CloudTalk
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“CloudTalk is positioned as best overall contact center software for mid-market sales & support teams needing AI and CRM depth” Muse Glimmer 30B · direct prompt · first choice
“Start by evaluating Aircall or CloudTalk if you want a modern, affordable platform with strong CRM ties.” Kimi K2 · direct prompt · first choice
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
Also compared
CloudTalk vs TalkdeskCloudTalk vs Genesys Cloud CXCloudTalk vs Five9CloudTalk vs AircallCloudTalk vs Nextiva Contact CenterCloudTalk vs Dialpad Ai Contact CenterTalkdesk vs Amazon ConnectGenesys Cloud CX vs Amazon ConnectFive9 vs Amazon ConnectAmazon Connect vs AircallAmazon Connect vs Nextiva Contact CenterAmazon Connect vs Dialpad Ai Contact CenterAll twenty-eight head-to-head pages and the full contact center standing
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.