Amazon Connect vs Calabrio ONE comparison

Amazon Web Services (AWS) and Calabrio are both solutions in the AI Customer Experience Personalization category. Amazon Web Services (AWS) is ranked #1 with an average rating of 8.7, while Calabrio is ranked #11. Amazon Web Services (AWS) holds a 2.2% mindshare in ACEP, compared to Calabrio’s 1.5% mindshare. Additionally, 100% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 81% of Calabrio users who would recommend it.

Amazon Connect

Read 25 Amazon Connect reviews

4,293 Views
687 Comparison Views

100% willing to recommend

Calabrio ONE

Read 32 Calabrio ONE reviews

2,024 Views
769 Comparison Views

81% willing to recommend

Amazon Connect

Calabrio ONE

Comparison Buyer's Guide

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Executive Summary

We performed a comparison between Amazon Connect and Calabrio ONE based on real PeerSpot user reviews.

Find out in this report how the two AI Customer Experience Personalization solutions compare in terms of features, pricing, service and support, easy of deployment, and ROI.

To learn more, read our detailed Amazon Connect vs. Calabrio ONE Report (Updated: April 2026).

Buyer's Guide

Amazon Connect vs. Calabrio ONE

April 2026

Download the complete report

Helped 894,738 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Categories and Ranking

Amazon Connect

Ranking in AI Customer Experience Personalization

1st

Average Rating

8.4

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Contact Center Platforms (1st), Contact Center as a Service (CCaaS) (1st), AI Customer Support (1st)

Calabrio ONE

Ranking in AI Customer Experience Personalization

11th

Average Rating

7.8

Reviews Sentiment

7.5

Number of Reviews

Ranking in other categories

Workforce Engagement Management (4th), AI Scheduling & Coordination (4th)

Mindshare comparison

As of May 2026, in the AI Customer Experience Personalization category, the mindshare of Amazon Connect is 2.2%, down from 7.3% compared to the previous year. The mindshare of Calabrio ONE is 1.5%, down from 2.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

AI Customer Experience Personalization Mindshare Distribution
Product	Mindshare (%)
Amazon Connect	2.2%
Calabrio ONE	1.5%
Other	96.3%

AI Customer Experience Personalization

Featured Reviews

Santiago Enrique Montoya Sandoval

Voice Engineer at Softtek

Enables seamless integration with leading customer support platforms and offers reliable and scalable communication solutions

The feature I find best about Amazon Connect, which is currently on trend, is the artificial intelligence. It helps us maintain continuity with the client. For instance, if a client calls for a ticket and calls again after three days, we can keep the same ticket or request to provide follow-up with the same agent or person. That is a valuable feature. Another important capability I discovered is that, from a technical perspective, you can select the caller ID in such a way that if one of your direct numbers fails, you can select another one to proceed with the calls. The system is not dependent on one calling number.

Read full review

Gaye Stone

Customer Service Analyst/Scheduler at Tucson Electric Power

The Copy Schedule Activities reduces time spent for changing activities. Agents are not able to cancel an approved request in the Time Off Request area.

I cannot speak about the difference for the QM software. My main use is of the WFM software. A few of the features were "nice to have" features, but version 9.3 had some "deficiencies". The main problem was not being able to run scenarios in a pseudo scheduling area, so the way Calabrio is now, agents can possibly see test scenarios. Another problem is the Time Off Request area. Agents are not able to cancel an approved request through this area. The sorting/filtering could be improved upon greatly. We are scheduled to upgrade to version 10.0, which will resolve many of the issues we do not like about the current version that we are using. Update: We are still on version 9.3 and looking forward to upgrading.

Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"What I like most is how well it integrates with other AWS services, the ease of implementation, and the robust partner network that supports it."

"Amazon Connect enhances customer experience by reducing operating costs due to its cloud-based pay-as-you-go model."

"Amazon Connect is easy to learn."

"We utilize Amazon Connect to handle customer service interactions, particularly in projects where we provide professional services. For example, when developing an application, we typically set up EC2 instances on AWS. Then, to facilitate communication within our clients' internal networks, we establish connections through Amazon Connect."

"Amazon Connect is really simple, straightforward, and very flexible."

"It is easy for a beginner to learn to use Amazon Connect for the first time."

"Amazon Connect is an easy tool to use, and one of the big things is when you look at a customer's journey and how you want to present it, it all starts with what they call contact flows, which essentially is a flowchart that can be omnidirectional with a drag-and-drop process where it's building blocks of how you want the customer's journey to go."

"The Connect Lens feature most improves contact center efficiency by providing insights into customer journeys, behavior, and sentiment scores, allowing for areas of improvement to be identified and addressed."

More Amazon Connect pros

"Easier for RT and TM's to view current adherence."

"I have found the video capture to be the most valuable feature."

"The UI is slick."

"Calabrio WFM offers great insights on scheduling; what I like about the program the most is the coverage tray as this allows us to see our staffing deficits, shrinkage, and the reforecasting of our calls, helping us make real-time decisions while taking into account how it will affect staffing."

"I have found the forecasting model to be very valuable."

"I was able to use Calabrio to provide data and analytics in a visually stimulating fashion which captured my audience's understanding with ease."

"The most valuable feature is the ability to reach out to Calabrio with questions and suggestions."

"Leadership is able to help new agents learn in real-time versus going back and reviewing."

More Calabrio ONE pros

Cons

"However, issues that involve other AWS services sometimes delay resolution."

"Amazon Connect could benefit from having flow blocks that do that naturally without having another company behind it supporting it."

"There are issues on features like Lambda integrations and time-out"

"The technical support from AWS is average.It is average because not every time I find a solution."

"We have faced many challenges with the solution's call quality that could be improved."

"There are two perspectives to consider: one from the development side and the other from the customer's side. From a development standpoint, there are various aspects that Amazon needs to address, such as providing tools or direct development scenarios in Amazon Connect for building contact flows. Some essential reporting features in Genesys are currently lacking in the product."

"Smaller organizations might prefer standalone products like Success KPI WFM or Genesys WFM. Adopting Amazon Connect necessitates using other AWS services, which could lead to higher-than-expected costs. So, the potential for unknowingly increased costs is a con."

"Amazon Connect could enhance its service by revising its pricing structure. It operates on a pay-for-call basis. This means that organizations whose call volumes fluctuate, or are heavy at specific times of the day or year, aren't burdened with fixed costs such as hardware liabilities and licenses."

More Amazon Connect cons

"Not needing to reboot every day when recordings are an issue."

"Need a column for hours scheduled on main page."

"A few of the features were "nice to have" features, but version 9.3 had some "deficiencies"."

"Data migration support would have been helpful. Skill groups/mapping was very difficult to understand."

"There have been some imperfections in the product, however, support has ALWAYS stepped up and assisted until resolved, even if it meant a patch or something."

"Give agents the ability to cancel approved requests for time off. Vacation plans do actually change in the real world."

"I was told they are looking into adding chat evaluations as a feature in Calabrio. Right now, I can create an evaluation to grade chat interactions, but I have to view the actual interaction in a different system."

"Multi-skill scheduling and forecast is not available."

More Calabrio ONE cons

Pricing and Cost Advice

"I rate the tool's pricing an eight out of ten."

"The tool's licensing model is pay-as-you-go."

"The licensing is a pay-as-you-go model."

"I can't speak for the pricing of other contact center solutions, but in terms of Amazon Connect, compared to other AWS products, it's one of the more expensive options. However, the cost can be low if you have a smaller team of agents or receive fewer calls. Pricing is typically based on a per-user basis."

"I would rate the pricing a nine out of ten, with ten being the most affordable."

"The solution is neither very expensive nor very cheap."

"Amazon Connect has a pay-as-you-go model. But I have a slightly different perspective on it."

"The pricing of the Amazon is reasonable compared to other cloud providers."

More Amazon Connect pricing and cost advice

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

11%

Computer Software Company

10%

Insurance Company

Manufacturing Company

Financial Services Firm

27%

Insurance Company

Religious Institution

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	6
Midsize Enterprise	4
Large Enterprise	16

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	1
Large Enterprise	29

Questions from the Community

Which is better - Genesys Cloud or Amazon Connect?

Our organization ran comparison tests to determine whether the Genesys Cloud or Amazon Connect contact center management software was the better fit for us. We decided to go with Genesys Cloud. Ge...

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What do you like most about Amazon Connect?

Amazon Connect is really simple, straightforward, and very flexible.

See all answers

What is your experience regarding pricing and costs for Amazon Connect?

Most of my customers are not going with the pay-as-you-go pricing model, as they prefer yearly contracts or three-year contracts. They reserve it. So not all the services we used are pay-as-you-go;...

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Comparisons

Genesys Cloud CX vs Amazon Connect

Compared 20% of the time

Five9 vs Amazon Connect

Compared 13% of the time

NICE CXone vs Amazon Connect

Compared 9% of the time

Cisco Webex Contact Center vs Amazon Connect

Compared 6% of the time

Zendesk Messaging vs Amazon Connect

Compared 4% of the time

More Amazon Connect Competitors

Genesys Cloud CX vs Calabrio ONE

Compared 16% of the time

NICE CXone vs Calabrio ONE

Compared 16% of the time

NICE Workforce Engagement Management vs Calabrio ONE

Compared 14% of the time

Verint Open CCaaS vs Calabrio ONE

Compared 13% of the time

ZOOM Eleveo WFM vs Calabrio ONE

Compared 10% of the time

More Calabrio ONE Competitors

Product Reports

Buyer's Guide

Amazon Connect

May 2026

Download Amazon Connect product report

Buyer's Guide

Workforce Engagement Management

April 2026

Download Calabrio ONE product report

Also Known As

AWS Connect

Calabrio

Overview

Amazon Connect offers a cloud-based contact center solution, featuring seamless AWS integration and AI capabilities like Lex Bot. It enables cost-effective, scalable operations across global locations with a pay-as-you-go model, eliminating maintenance fees and hardware requirements.

Amazon Connect revolutionizes contact centers by integrating AI-driven automation and real-time analytics for efficient operations. It supports agents with flexible call routing, machine learning insights, and an intuitive design. Businesses benefit from its scalability and reliability while leveraging its global reach. While it excels in many areas, improvements are needed in pricing structure, workforce management features, CRM integration, and multi-channel communication capabilities. Further enhancements in call quality, outbound call features, and security would strengthen its market position.

What are the most important features of Amazon Connect?

Seamless AWS Integration: Easily connects with AWS services for enhanced operations.
AI Capabilities: Utilizes Lex Bot for intelligent call handling and automation.
Flexible Call Routing: Adjusts to meet diverse business needs and workflows.
User-Friendly Interface: Allows quick setup and management.
Analytics and Machine Learning: Provides real-time insights and automation.

What benefits and ROI should users look for in reviews?

Cost-Effectiveness: Pay-as-you-go model minimizes expenses without maintenance fees.
Scalability: Adapts to business growth across global locations.
Reliability: Ensures continuous and seamless operations.
Efficiency: Reduces need for VoIP hardware, optimizing resources.
Omni-channel Capabilities: Supports voice, chat, and email communication.

Amazon Connect is widely utilized by organizations migrating from traditional contact center solutions like Cisco and Avaya. Integrated with CRM systems such as Salesforce and ServiceNow, it enhances call routing, IVR, and agent dashboards, promoting efficiency. Industries benefit from its AI-driven automation and softphones to streamline communication processes, particularly in those seeking to modernize and achieve seamless omnichannel customer engagement.

Amazon Web Services (AWS)

Calabrio ONE is a comprehensive suite designed for customer experience management, offering workforce optimization, analytics, and performance management features to streamline contact center operations.

Calabrio ONE delivers tools to enhance staff productivity and elevate customer interactions. With analytics-driven insights and workforce management capabilities, it empowers organizations with data-led decision-making for operational efficiency, ensuring streamlined communications and superior performance metrics across all contact points.

What features define Calabrio ONE?

Workforce Management: Optimizes scheduling, forecasting, and staffing to enhance customer service efficiency.
Quality Management: Provides tools for call recording and performance evaluation to guarantee service consistency.
Analytics: Delivers deep data insights to improve operational strategies and customer satisfaction.
Performance Management: Offers dashboards and reports to track and improve individual and team KPIs.

What are the benefits of using Calabrio ONE?

Increased Efficiency: Streamlines workflows to reduce operational costs and time.
Enhanced Customer Satisfaction: Improves service quality and response times.
Data-Driven Decisions: Empowers managers with insights to make informed policy changes.
Scalability: Supports growth and adaptability in dynamic environments.

Calabrio ONE finds application in industries like finance, healthcare, and retail for improving customer service operations. It integrates seamlessly within industry-specific workflows to deliver scalable, tailored experiences that drive business goals effectively and ensure a competitive edge through enhanced service delivery.

Calabrio

Sample Customers

Capital One, Intuit, Adobe, Siemens, LegalZoom, DXC technology, Rackspace, Bellhop, American Preparatory Academy, The University of Texas at Dallas, University of Auckland, Origin Energy, and others.

Polaris, Equifax, Fedex, Rabo, Paychex, Virteva, VITAS Healthcare Corp, Keurig Green Mountain, AT&T, Esurance, Subaru, Boeing, Tiffany & Co., Thomson Reuters.

Buyer's Guide

Amazon Connect vs. Calabrio ONE

April 2026

Free Report: Amazon Connect vs. Calabrio ONE

Find out what your peers are saying about Amazon Connect vs. Calabrio ONE and other solutions. Updated: April 2026.

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