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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
3rd
Ranking in AI Customer Experience Personalization
3rd
Average Rating
7.8
Reviews Sentiment
7.5
Number of Reviews
43
Ranking in other categories
AI Scheduling & Coordination (2nd)
NICE CXone
Ranking in Workforce Engagement Management
2nd
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 (1st), Knowledge Management Software (4th), Contact Center as a Service (CCaaS) (3rd)
 

Mindshare comparison

As of September 2026, in the Workforce Engagement Management category, the mindshare of Calabrio ONE is 5.8%, down from 6.1% compared to the previous year. The mindshare of NICE CXone is 9.7%, down from 13.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Workforce Engagement Management Mindshare Distribution
ProductMindshare (%)
NICE CXone9.7%
Calabrio ONE5.8%
Other84.5%
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

"Calabrio ONE impacted my organization positively by making it really easy to keep track of each and everything, such as PTO quotas, AHT, volume, adherence, and agent performances, so it was just really easy to capture all the details and see what the trends are, how the data is behaving, and it helped the organization gain a gold standard in our yearly reviews."
"It provides excellent call recording functionality."
"Customer Service: Excellent. Technical Support: Excellent."
"Leadership is able to help new agents learn in real-time versus going back and reviewing."
"Calabrio ONE is a great tool to use with multiple features that allow me to add schedules very easily and onboard users in bulk."
"It has streamlined how we access and review recordings as well as assisted in making our evaluation process much easier."
"We are able to address compliance issues more quickly."
"After using Calabrio ONE, I noticed measurable outcomes such as improved schedule adherence, reduced overtime costs, and reduced understaffing and overstaffing because the forecasts were more accurate."
"The system is very flexible and powerful, especially for organizations wanting to control their environment."
"NICE CXone was a good initial platform because it helped us from a bare-bones patient outreach standpoint, but we did not get the support we needed, and the user interface was very limited regarding what we could do with it."
"Converting our PDFs to MindTouch is like adding a huge new feature to our software product line and it has, so far, had a great approval rate amongst our clients."
"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."
"Being able to listen in on a call, which is exceptionally good with training."
"The initial setup of NICE CXone was straightforward and easy for our team, as the implementation team we worked with was very good at what they did."
"We have seen improvements in agent productivity, customer satisfaction, and reduced wait times, specifically an improvement in our CSAT scores and NPS scores, a reduction in cost per call, a decrease in average handle time, and utilization across the board has improved."
 

Cons

"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."
"Sometimes we get glitches in Calabrio ONE because the application gets closed or minimized automatically."
"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."
"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."
"Some of these new scheduling options are just that, new. So, updates are happening to ensure the product functions the way it was intended."
"There is a need for a lunch and break auto optimization."
"Give agents the ability to cancel approved requests for time off. Vacation plans do actually change in the real world."
"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."
"With lots of screenshots to be replaced when we perform a service release, this is pretty tedious work."
"inContact should offer a way to send faxes."
"NICE CXone is a good feature, but it is expensive and costlier than other products such as Genesis or other alternatives."
"MindTouch would greatly benefit by providing a GitHub pull request functionality to foster draft mode and open contribution writing."
"I think that there is a bit of a delay in the accuracy and reliability of the output I see in NICE CXone, as I mentioned before."
"However, being a NICE consumer or developer for these instances and products currently, it becomes challenging due to documentation issues and the instability of some products."
"Compared to challengers such as Zoom, which seem more cost-effective, NICE CXone's suite of products is very modular, so as they provide new services, you have to add to your existing package and this balloons your costs since there's an additional license needed to use the new tools."
"I have noticed that occasionally the dashboard will freeze and some things may get stuck for a while. For example, if I have a dashboard open that shows how many calls are in queue and how many are currently being handled by agents, sometimes a call that an agent is handling will get stuck on the dashboard after the agent ends the call and the dashboard will show that the call is still a live call. Our tech team has explained this to us as a ghost call. After some time (or maybe many screen refreshes) the call will go away like it has just ended."
 

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
20%
Outsourcing Company
19%
Manufacturing Company
9%
Construction Company
8%
Manufacturing Company
12%
Financial Services Firm
11%
Outsourcing Company
7%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise3
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: September 2026.
913,924 professionals have used our research since 2012.