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Calabrio ONE vs NICE CXone comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Mar 1, 2026

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

Calabrio ONE
Ranking in Workforce Engagement Management
2nd
Ranking in AI Customer Experience Personalization
1st
Average Rating
7.8
Reviews Sentiment
7.5
Number of Reviews
42
Ranking in other categories
AI Scheduling & Coordination (1st)
NICE CXone
Ranking in Workforce Engagement Management
3rd
Ranking in AI Customer Experience Personalization
5th
Average Rating
8.2
Reviews Sentiment
6.4
Number of Reviews
29
Ranking in other categories
IVR Systems (1st), Live Chat (3rd), Knowledge Management Software (4th), Contact Center as a Service (CCaaS) (3rd)
 

Mindshare comparison

As of November 2026, in the Workforce Engagement Management category, the mindshare of Calabrio ONE is 6.2%, up from 6.1% compared to the previous year. The mindshare of NICE CXone is 10.0%, down from 12.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workforce Engagement Management Mindshare Distribution
ProductMindshare (%)
Calabrio ONE6.2%
NICE CXone10.0%
Other83.8%
Workforce Engagement Management
 

Featured Reviews

Jaleelakadheer Mohideen - PeerSpot reviewer
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.
reviewer2884692 - PeerSpot reviewer
Program Manager at a tech vendor with 10,001+ employees
Crowdsourced knowledge has grown into a trusted customer hub and now supports richer adoption journeys
One inconvenience is that because we are crowdsourced, we have hundreds of contributors every year, with most people only submitting one article, maybe two, so it does not make sense to pay for licenses for all of those people. This leads to some intermediary manual copy-paste processes because we just cannot have everybody working in the system itself, making it a little bit problematic for maintaining a source of truth. The main issues with NICE CXone are the lack of ability to integrate with some internal things that we want to do; it has to do with the way the system is designed, which is complex. We wanted to integrate with our internal system for instant translations, and we were not able to do that, along with a couple of other things that illustrate that it is kind of an isolated system to itself, making it pretty hard to tap into and grow even further. There are a couple of little issues with reporting that have not been very good, but really, the system is very functional.

Quotes from Members

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

Pros

"The dynamic scheduling functionality allows the agents to be more empowered which was not an option on our previous tool."
"Makes agent schedules more accessible and easy to use."
"Easier for RT and TM's to view current adherence."
"Calabrio's learning curve is very short, the user interface is extremely easy to use, and I could not be happier with this product."
"The Copy Schedule Activities has been a favorite tool. It reduces time spent when I need to make changes which are identical to multiple agents' schedules."
"Customer Service: The customer service is always very good."
"Calabrio ONE is a great product, is user friendly, and has great customer service."
"Calabrio ONE definitely impacts our organization positively by being more efficient for us on the workforce management side."
"It has the ability to edit the HTML, as well as the WYSIWYG."
"MindTouch seemed to deliver the complete package, and we've not looked back."
"The only thing I liked about this was the fact that you can create an online help system where information changes dynamically."
"The system is very flexible and powerful, especially for organizations wanting to control their environment."
"Because of the simplicity and the reliability, NICE CXone is a very nice, easy-to-use product."
"If you are wondering if you or your company should use NICE inContact, I would suggest reaching out to them and asking for a demonstration."
"Customer support is terrific. The team is personable, informed, and responsive."
"NICE CXone has positively impacted the organization as the website was built from scratch; I was hired to build this website six years ago, and it has grown phenomenally."
 

Cons

"Initially, we encountered a little stability issue."
"I would like to see the ability to run an individual Agent on any given service queues without loosing any entered exceptions."
"Customer support for Calabrio ONE was not that great, but it is acceptable."
"It sometimes needs quite clunky work arounds for certain things, e.g. If I add exceptions into agent schedules such as holidays or long term sickness, it's not easy to just delete them."
"Calabrio ONE can be improved because the biggest challenge is that it is unnecessarily complicated, as the reporting and data exploration tools are somewhat complex for new users."
"A few of the features were "nice to have" features, but version 9.3 had some "deficiencies"."
"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."
"Try and correct bugs prior to release."
"One area where CXone could improve is in creating a more streamlined, user-friendly interface."
"It could improve the quality of calls."
"There are times when the data does not load and you have to keep hitting refresh. More colors and different layouts should be included in the next release."
"One of the biggest missing pieces is a link checker."
"One of the things I dislike about NICE CXone is that during the evaluation process, it was promised that true omnichannel routing would be part of the product, but it turns out that was not necessarily the case."
"We experienced a significant outage when someone at NICE CXone brought our system down."
"A better approach would be to have built-in routing capabilities for scenarios such as routing by area code to different agents, rather than having to build this functionality with snippets."
"My advice to others looking into using NICE CXone is that it is an expensive product with a lot of guardrails on it."
 

Pricing and Cost Advice

Information not available
"We had a custom setup that cost us some money."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Outsourcing Company
18%
Comms Service Provider
9%
Manufacturing Company
9%
Manufacturing Company
12%
Financial Services Firm
11%
Outsourcing Company
7%
Computer Software Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise2
Large Enterprise38
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise6
Large Enterprise14
 

Questions from the Community

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...
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...
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...
What is your experience regarding pricing and costs for NICE CXone?
My experience with pricing, setup cost, and licensing is somewhat irrelevant because we are sold through Verizon rather than directly from NICE.
What needs improvement with NICE CXone?
The development tools in NICE CXone could be better, as there are some pain points. I would like to see a more JavaScript or C# native language interface in NICE CXone where you can do more program...
What is your primary use case for NICE CXone?
NICE CXone is used for contact center, call distribution, chat, email, and SMS messaging. There may be a business requirement to add a new chat channel for a new client that's coming up under a spe...
 

Comparisons

 

Also Known As

Calabrio
NICE inContact, NICE CXone Workforce Optimization Pro, NICE CXOne WFO Pro, CXone Workforce Optimization, inContact Workforce Optimization, CallCopy, Discover, VPI Empower, Brand Embassy, goMoxie
 

Overview

 

Sample Customers

Polaris, Equifax, Fedex, Rabo, Paychex, Virteva, VITAS Healthcare Corp, Keurig Green Mountain, AT&T, Esurance, Subaru, Boeing, Tiffany & Co., Thomson Reuters.
MoneyGram, Honeywell, Radisson Hotel Group, AAA, New Balance, MattressFIRM, Teleflora, Best Buy
Find out what your peers are saying about Calabrio ONE vs. NICE CXone and other solutions. Updated: October 2026.
920,939 professionals have used our research since 2012.