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Calabrio ONE vs MoEngage comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Mar 15, 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 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)
MoEngage
Ranking in AI Customer Experience Personalization
6th
Average Rating
8.2
Reviews Sentiment
5.4
Number of Reviews
23
Ranking in other categories
Marketing Automation (3rd), AI Sales & Marketing (4th)
 

Mindshare comparison

As of October 2026, in the AI Customer Experience Personalization category, the mindshare of Calabrio ONE is 1.1%, down from 2.7% compared to the previous year. The mindshare of MoEngage is 0.8%. It is calculated based on PeerSpot user engagement data.
AI Customer Experience Personalization Mindshare Distribution
ProductMindshare (%)
Calabrio ONE1.1%
MoEngage0.8%
Other98.1%
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.
Vyas Shubham - PeerSpot reviewer
Senior Quality Analyst at a consultancy with 51-200 employees
Targeted lifecycle journeys have boosted engagement and have improved retention continuously
There is definitely room for improvement in MoEngage. A few challenges and pain points I have experienced include the learning curve for advanced features. Although the basic interface is user-friendly, some advanced capabilities such as complex segmentations, journey logic, and event configuration can present a steeper learning curve. Our new users require training to fully utilize the platform, and debugging complex journeys is not always intuitive. Improvement in guided workflows or more interactive onboarding would help us make better use of MoEngage. While the platform provides solid analytics, there are limitations regarding deep customization and advanced reporting, with limited flexibility in creating highly custom reports. We have noted that exporting and combining data for deeper analysis sometimes requires external tools, so enhancing analytics capabilities or offering more customizable dashboards would significantly add value to the platform. Additionally, we have observed minor delays in real-time data syncing when managing large user volumes, and event-based triggers may occasionally face delays. While these are not major issues, improving real-time responsiveness would strengthen time-sensitive campaigns on our platform. One improvement would be UI/UX enhancements in campaign management because, while the UI is generally clean, managing multiple campaigns and journeys at scale can feel slightly cluttered. Navigating between campaigns and flows can be optimized, and better visualization for complex journeys would help us significantly. A more streamlined interface for large-scale operations would enhance usability. I believe one area for further development could be more advanced AI-driven automation. For example, smarter recommendations for campaign timing, audience selection, or next best actions would be beneficial. While the current predictive features are useful, further maturity would make the platform even more proactive and reduce manual optimization efforts.

Quotes from Members

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

Pros

"Customer Service: The customer service is always very good."
"The most valuable feature is the ability to reach out to Calabrio with questions and suggestions."
"The UI is slick."
"I have used many tools such as Verint, IEX, and Avaya, but I saw that Calabrio ONE was far better than other tools."
"I find Calabrio ONE much more efficient than the system we were using before, which I cannot even remember the name of because it was that ineffective."
"Calabrio ONE has positively impacted our organization as the clients were happy with the implementation; they initially used NICE and switched to Calabrio ONE."
"I have found the video capture to be the most valuable feature."
"We are able to address compliance issues more quickly."
"MoEngage has positively impacted my organization because the delivery rate from MoEngage is really high, and I receive a very low amount of bounce-back rates and undeliverable email IDs because it has an automatic feature of segregating nullable and invalid email IDs."
"Through the automation journeys I created for abandoned cart, abandoned checkout, and product view, I achieved significant customer retention improvements, with my retention rate increasing from fifteen to twenty percent before MoEngage to nearly thirty-five to forty percent after implementation."
"MoEngage positively impacts my organization as it is one of the core business activities; my marketing team relies heavily on MoEngage to run campaigns and ongoing flows independently."
"The best features MoEngage offers include the ability to create a funnel for the user flow, track how the flow is dropping, and identify where the flow drops, and we are experiencing good uplifting."
"MoEngage has positively impacted my organization by helping us improve our retention from approximately 40% to 70% and activation from 9% to 33%."
"MoEngage positively impacts our organization by helping us give an idea to our customers about a product, new product launches, new store openings, and offers, making it quite easy to communicate with the customers."
"MoEngage has positively impacted my organization by being very user-friendly and providing a dashboard feature that allows me to access data such as app installs without relying on the data teams, making it extremely useful for creating reports and segmenting users effectively."
"MoEngage has positively impacted my organization because the company where I was interning was at the early stages of conducting active CRM, and MoEngage made the job much easier by automating notification and push notification flows, making life easier for us at my previous company."
 

Cons

"Multi-skill scheduling and forecast is not available."
"I rate Calabrio ONE a seven because I feel it could be improved."
"I would like to see the ability to run an individual Agent on any given service queues without loosing any entered exceptions."
"Give agents the ability to cancel approved requests for time off. Vacation plans do actually change in the real world."
"Being able to "publish" or rerun the schedule for only one agent would be ideal."
"Initially, we encountered a little stability issue."
"Try and correct bugs prior to release."
"Data migration support would have been helpful. Skill groups/mapping was very difficult to understand."
"I would like to add a feature on which we can track the events globally as we have in Mixpanel."
"MoEngage can be improved because although the platform is really user-friendly, it sometimes becomes slow when I click and enter."
"MoEngage can be improved primarily as the reporting is not good, so if I want to see detailed customer information, how many messages I have sent, and what the impact is, those things are not good in MoEngage."
"I would appreciate if the analytics of MoEngage could be improved in the next releases."
"MoEngage can be improved in the sense that while it is aligned to a mobile-first business strategy, bigger organizations with multiple business entities have complex requirements."
"Whatever content which I share in Hindi still shows me results in English. That is one sad drop which I see."
"While the platform provides solid analytics, there are limitations regarding deep customization and advanced reporting, with limited flexibility in creating highly custom reports."
"If I had to suggest a few improvements, they would be to simplify advanced journey configurations."
report
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Top Industries

By visitors reading reviews
Financial Services Firm
20%
Outsourcing Company
19%
Manufacturing Company
10%
Comms Service Provider
8%
Outsourcing Company
14%
Manufacturing Company
12%
Construction Company
11%
Financial Services Firm
10%
 

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 Business14
Midsize Enterprise7
Large Enterprise10
 

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 needs improvement with MoEngage?
I have noticed one drawback while doing some emailers. Whenever there is a text-based emailer and I want some design to be the background, I have noticed an issue because it does not align with the...
What is your primary use case for MoEngage?
I send day-to-day campaigns and journeys through email, push, RCS, and other channels to our user base, as well as maintaining event-triggered journeys. My day-to-day tasks include sending promotio...
What advice do you have for others considering MoEngage?
I would say to go ahead and give MoEngage a try. It is actually helpful for us because it has saved our time. We have been able to create journeys in most scenarios. It was quite handy for us. I wo...
 

Also Known As

Calabrio
No data available
 

Overview

 

Sample Customers

Polaris, Equifax, Fedex, Rabo, Paychex, Virteva, VITAS Healthcare Corp, Keurig Green Mountain, AT&T, Esurance, Subaru, Boeing, Tiffany & Co., Thomson Reuters.
Information Not Available
Find out what your peers are saying about Calabrio ONE vs. MoEngage and other solutions. Updated: September 2026.
915,341 professionals have used our research since 2012.