Amazon Connect vs Calabrio ONE comparison

Why PeerSpot?

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 #3 with an average rating of 8.1. Amazon Web Services (AWS) holds a 1.4% mindshare in ACEP, compared to Calabrio’s 1.1% mindshare. Additionally, 100% of Amazon Web Services (AWS) users are willing to recommend the solution, compared to 86% of Calabrio users who would recommend it.

Amazon Connect

Read 26 Amazon Connect reviews

6,961 Views
1,462 Comparison Views

100% willing to recommend

Calabrio ONE

Read 42 Calabrio ONE reviews

4,417 Views
1,899 Comparison Views

86% 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: September 2026).

Buyer's Guide

Amazon Connect vs. Calabrio ONE

September 2026

Download the complete report

Helped 915,341 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) (2nd), AI Customer Support (1st)

Calabrio ONE

Ranking in AI Customer Experience Personalization

3rd

Average Rating

7.8

Reviews Sentiment

7.5

Number of Reviews

Ranking in other categories

Workforce Engagement Management (3rd), AI Scheduling & Coordination (2nd)

Mindshare comparison

As of October 2026, in the AI Customer Experience Personalization category, the mindshare of Amazon Connect is 1.4%, down from 12.0% compared to the previous year. The mindshare of Calabrio ONE is 1.1%, 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	1.4%
Calabrio ONE	1.1%
Other	97.5%

AI Customer Experience Personalization

Featured Reviews

John Ing

Founder at The Independent User Group for Amazon Connect

Cloud contact flows have unified omnichannel journeys and now support natural language self-service

To improve the reporting, it would be beneficial to provide better visualization of the data. Currently, you typically have to take the data out into another service to make it readable and understandable. It would be easier if it were available in that format from the start. Amazon Connect should continue to develop the AI capability within the platform and improve the performance of the AI features, as they are still relatively new and the performance can sometimes be inconsistent. Additionally, there are a number of basic features that could potentially be continued to be improved. The pricing and licensing of Amazon Connect are not licensed. The pricing is consumption-based with two pricing models: one called the AI pricing model and the other called basic. Amazon Connect should provide greater clarity for customers on the pros and cons of its pricing, as some customers might end up paying more than they should if they do not understand it properly. I believe Amazon Connect should add more information on how the pricing works. It is available publicly, which is good. However, when you turn on Amazon Connect, you immediately start using the AI pricing bundle, which may not be the most appropriate for some customers, resulting in them paying nearly twice as much as they should.

Read full review

Jaleelakadheer Mohideen

Operation Planning Associate at a financial services firm with 5,001-10,000 employees

Improved agent adherence and scheduling have boosted satisfaction but reporting still needs real time

In terms of improvements for Calabrio ONE, since I do not work with forecasting, I think we could collaborate AWS with Calabrio ONE to get live data fed into Calabrio ONE, which would be even greater for forecasting. We pull the majority of our reports through Calabrio ONE, and something I have noticed is that for the intraday report, if we want to pull data at 12:30, we have to wait until 12:45. It is a 15-minute refresher window, which is lagging behind. This delay is the same for any report being pulled. I do not have a grand overview of forecasting, but it generally takes a long time, and my agents have not been able to collaborate AWS with Calabrio ONE in the forecasting aspect. Apart from that, everything else is working great on Calabrio ONE. I would love it if it was more real-time and if I could download the data almost immediately without waiting for that 15-minute buffer. I rate Calabrio ONE a seven because I feel it could be improved. As I mentioned, the 15-minute buffer is an issue, and the real-time feeding into forecasting could be better. If we could control Shift Bags within Calabrio ONE instead of using another application like Teleopti to manage Shift Bags or control overall shifts, that would be even better. Right now, we use a combination of Teleopti and Calabrio ONE to decide the Shift Bags. The quantity and quality of results provided by Calabrio ONE are accurate 95 percent of the time. The forecasting feature in the application might not be the most accurate, which is an area where we do have issues, especially when scheduling breaks at intervals where calls might be at a higher volume. Those are rigged. Apart from that, since breaks and other meetings get allotted automatically, we do have to manually move them around because that forecasting is not accurate. If that could be improved, it would be great.

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

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

"The most helpful feature of Amazon Connect is Lex Bot, which is an inbuilt AI chatbot; it is very easy to develop a chatbot and the voice bot solution on Amazon Connect."

"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."

"What I appreciate best about Amazon Connect is its simplicity; you can easily set up a contact center solution within a couple of hours, which is extremely beneficial."

"One of the key values is that it operates on a pay-as-you-go platform model, is cloud-native, multi-channel, has good analytical capability and reporting, is a stable platform, and is receiving huge investment from AWS."

"The stability of the application and the services of Amazon Connect is very good, especially when it integrates with Lex, making the customer service solution more efficient."

"The tool's most valuable feature is its simplicity and ease of use. Unlike other cloud contact centers, Amazon Connect allows easy drag-and-drop actions. Additionally, it integrates with other AWS services like Lambda."

More Amazon Connect pros

"We used Excel prior to having Calabrio; this tool has made our lives so much easier."

"Calabrio ONE is a great tool to use with multiple features that allow me to add schedules very easily and onboard users in bulk."

"Overall I feel this is a great product with a fantastic support network with an exciting features roadmap ahead."

"We have been able to use call recordings for training as well as perform staff performance evaluations."

"Calabrio ONE has increased agent satisfaction to a great extent."

"Customer Service: Calabrio takes care of their customers very well; they really want to make sure you are extremely satisfied with your experience using the products."

"Real-time quality score notification."

"It provides excellent call recording functionality."

More Calabrio ONE pros

Cons

"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."

"The tool needs to improve its bandwidth. When multiple users use Lambda functions, there can be timeouts from the Lambda function due to coding constraints. If it times out, the Lambda function fails and switches to an alternative branch. Improving bandwidth could address this issue."

"Support for that specific service for Amazon Connect is basically non-existent."

"Support for Amazon Connect is adequate. I won't say it's exceptional about the support, but you can get assistance whenever it is needed."

"I consider that there are other applications that could accomplish the same tasks in an easier way, but the cost of the product is somewhat expensive."

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

"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."

"For enterprises to get maximum use, we often need a dialer system. or example – you have a list of people to call, you load it, and the system automatically dials and connects you without having to manually dial each number. That's the kind of automated outbound dialing feature."

More Amazon Connect cons

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

"The only thing I would say for improvement in Calabrio ONE is the meetings feature that we talked about. Sometimes it doesn't schedule everyone even though there are blocks available, and I'm not sure if it's due to staffing constraints or if the tool just doesn't take into account that it could move breaks a little bit."

"Customer Service: At first, they were great. Since my initial encounters, it is a hit and miss and really comes down to the agent or technician assigned to help you."

"Calabrio ONE's user interface is a bit slow, but this issue likely stems from our internet package rather than the application."

"15 minute intervals across the solution would be of great value."

"There is a need for a lunch and break auto optimization."

"We have encountered plenty of deployment issues."

"What's currently limited is a forum for UK customer to share best practices with and to utilize these connections to ensure that we are using the system to its full capability."

More Calabrio ONE cons

Pricing and Cost Advice

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

"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."

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

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

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

"The tool is cheaper than on-premise contact centers."

More Amazon Connect pricing and cost advice

Information not available

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Top Industries

By visitors reading reviews

Financial Services Firm

11%

Outsourcing Company

10%

Manufacturing Company

Computer Software Company

Financial Services Firm

20%

Outsourcing Company

19%

Manufacturing Company

10%

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	3
Midsize Enterprise	2
Large Enterprise	38

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 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;...

See all answers

What needs improvement with Amazon Connect?

See all answers

What is your experience regarding pricing and costs for Calabrio ONE?

I do not know about that because my company provided it to me. I do not know about the costing of Calabrio ONE, the licensing, or the setup costs because my organization provided it. I did not hand...

See all answers

What needs improvement with Calabrio ONE?

The only thing I would say for improvement in Calabrio ONE is the meetings feature that we talked about. Sometimes it doesn't schedule everyone even though there are blocks available, and I'm not s...

See all answers

What is your primary use case for Calabrio ONE?

My team as a whole uses Calabrio ONE for forecasting, reporting, and scheduling. In my actual role, my day-to-day usage is more focused on scheduling and tools like Intraday Adherence for monitorin...

See all answers

Comparisons

Genesys Cloud CX vs Amazon Connect

Compared 12% of the time

Five9 vs Amazon Connect

Compared 8% of the time

NICE CXone vs Amazon Connect

Compared 7% of the time

Cisco Webex Contact Center vs Amazon Connect

Compared 5% of the time

Avaya Infinity Platform vs Amazon Connect

Compared 4% of the time

More Amazon Connect Competitors

NICE CXone vs Calabrio ONE

Compared 15% of the time

NICE Workforce Engagement Management vs Calabrio ONE

Compared 13% 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

Genesys Cloud CX vs Calabrio ONE

Compared 9% of the time

More Calabrio ONE Competitors

Product Reports

Buyer's Guide

Amazon Connect

October 2026

Download Amazon Connect product report

Buyer's Guide

Calabrio ONE

October 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

September 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: September 2026.

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