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Calabrio ONE vs Jamf Connect comparison

 

Comparison Buyer's Guide

Executive Summary

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 AI Customer Experience Personalization
3rd
Average Rating
7.8
Reviews Sentiment
7.5
Number of Reviews
42
Ranking in other categories
Workforce Engagement Management (3rd), AI Scheduling & Coordination (2nd)
Jamf Connect
Ranking in AI Customer Experience Personalization
14th
Average Rating
9.0
Reviews Sentiment
6.1
Number of Reviews
18
Ranking in other categories
ZTNA as a Service (13th)
 

Mindshare comparison

As of August 2026, in the AI Customer Experience Personalization category, the mindshare of Calabrio ONE is 1.2%, down from 2.4% compared to the previous year. The mindshare of Jamf Connect is 0.9%. It is calculated based on PeerSpot user engagement data.
AI Customer Experience Personalization Mindshare Distribution
ProductMindshare (%)
Calabrio ONE1.2%
Jamf Connect0.9%
Other97.9%
AI Customer Experience Personalization
 

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.
Robert Ojok - PeerSpot reviewer
Systems Engineer Iii Apple Devices (Jamf Engineering) at a retailer with 10,001+ employees
Unified sign-on has simplified password management and now secures our mobile workforce
The ability to have a single password for the local device and the same password for the IDP is part of our security requirements. Jamf Connect integrates with multi-factor authentication from any IDP and facilitates initial device enrollment. It ensures that when a new user sets up the device, they sign in with their IDP username and password, which then creates the profile on the device. Furthermore, Jamf Connect is now integrated into Jamf Self Service Plus, providing a single dashboard for user password management and allowing users to sync and change their passwords. Additionally, Jamf Connect enhances security by offering two-factor authentication and permitting users to manage or seek help through support features directly within the app.

Quotes from Members

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

Pros

"Calabrio's learning curve is very short, the user interface is extremely easy to use, and I could not be happier with this product."
"Our agents have the functionality for partial coverage, this allows them to customize their schedule and still meet our SLA's."
"I was able to use Calabrio to provide data and analytics in a visually stimulating fashion which captured my audience's understanding with ease."
"Real-time quality score notification."
"The customer service has been excellent, and we have received excellent remote and on site support."
"Calabrio ONE has increased agent satisfaction to a great extent."
"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."
"It's connection with Azure is the most valuable. It is easy to deploy and connect."
"The solution is scalable."
"Jamf Connect integrates with multi-factor authentication from any IDP and facilitates initial device enrollment, ensuring that when a new user sets up the device, they sign in with their IDP username and password, which then creates the profile on the device."
"It has definitely reduced the IT support burden, as 31% of Mac tickets are password-related, costing an average of 70 or 80 dollars for just one ticket, and that has been drastically reduced with the automation of these tasks through Jamf Connect."
"Jamf Connect is very simple for us to use, and it is oriented towards productivity."
"Jamf Connect is an identity provider, and once you log in, you will have all the device's access."
"It is easy to integrate into any existing IT workflow."
"Jamf Connect allowed us to fully customize everything, offering a branded way to change passwords and manage integration with Entra instead of LDAP."
 

Cons

"Initially, we encountered a little stability issue."
"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."
"Multi-skill scheduling and forecast is not available."
"We would like to see the backend SQL server improved for High Availability."
"It would be nice if this product supported operating systems other than Windows. Some work is needed on better support of multiple browsers."
"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 needs many improvements from a high-level view."
"Calabrio ONE can be improved in the area of predictive workforce planning."
"I see a potential area of improvement for Jamf Connect from the commercial side, not from the technical side, because technically we do not have any issues."
"We've had some issues when users restart their devices because the device asks for credentials afterward. Jamf Connect asks for a username, password, and MFA."
"The logs are an area with a shortcoming."
"Jamf's support could be improved."
"Jamf Connect is beginning to implement Multi-Factor Authentication for offline authentication, but the setup documentation is insufficient."
"One area of Jamf Connect that I think could be improved is the recent merger with Self Service Plus, which is a solution we did not want."
"The solution needs to improve its licensing."
"The main use case for Jamf Connect was to synchronize local accounts with the identity provider, like Entra. However, due to some limitations with the enrollment sequence and user limitations, we decided to discontinue using it."
 

Pricing and Cost Advice

Information not available
"The solution's price is reasonable."
"The pricing is good."
"The pricing model could be improved, especially considering the availability of alternative MDM solutions like Kandji, which offers similar features for free or at a lower cost."
"Jamf Connect has a yearly licensing cost, which is expensive."
"The pricing is definitely on the higher side."
"It's relatively inexpensive."
"I rate the cost as three out of ten, with ten being the highest."
"We pay 2 dollars per device monthly. For the plus version, you have to pay 4 dollars per month. I think the product will give discounts based on the number of users and devices."
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Top Industries

By visitors reading reviews
Financial Services Firm
22%
Outsourcing Company
16%
Manufacturing Company
10%
Construction Company
8%
Financial Services Firm
14%
Construction Company
10%
Computer Software Company
8%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise3
Large Enterprise37
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise3
Large Enterprise12
 

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?
Calabrio ONE can be improved in the area of predictive workforce planning. I believe predictive workforce planning would be more valuable if the platform could automatically identify unusual patter...
What is your primary use case for Calabrio ONE?
I use Calabrio ONE for small retail verticals from one of the projects like Mattel and other pieces as well for delivering the POC at the client side. I was working on almost three to four projects...
What needs improvement with Jamf Connect?
Jamf Connect is pretty good software and well developed. I just wish it would also be available for Windows, but I am not sure if it is there or not.
What is your primary use case for Jamf Connect?
Jamf Connect is used for logging in from the Mac to our Okta, or connecting to my organization network, which helps Mac connect with the office network without any VPN. Whenever we log in to our Ma...
 

Also Known As

Calabrio
Wandera, Wandera Private Access
 

Overview

 

Sample Customers

Polaris, Equifax, Fedex, Rabo, Paychex, Virteva, VITAS Healthcare Corp, Keurig Green Mountain, AT&T, Esurance, Subaru, Boeing, Tiffany & Co., Thomson Reuters.
Mastercard, Deloitte, PayPal, Toshiba, BNP Paribas, EY, Otis, Rollins, Eurostar, Frontier, Sealy, Rolex, VITAS Healthcare
Find out what your peers are saying about Calabrio ONE vs. Jamf Connect and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.