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Amplitude vs Calabrio ONE 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

Amplitude
Ranking in AI Customer Experience Personalization
9th
Average Rating
8.6
Reviews Sentiment
5.3
Number of Reviews
11
Ranking in other categories
Customer Data Analysis (1st), Web Analytics (1st), Mobile Marketing and Advertising (2nd), User Activity Monitoring (5th), AI Data Analysis (12th)
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)
 

Mindshare comparison

As of August 2026, in the AI Customer Experience Personalization category, the mindshare of Amplitude is 1.0%. The mindshare of Calabrio ONE is 1.2%, down from 2.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Customer Experience Personalization Mindshare Distribution
ProductMindshare (%)
Calabrio ONE1.2%
Amplitude1.0%
Other97.8%
AI Customer Experience Personalization
 

Featured Reviews

Saurav Bhattacharjee - PeerSpot reviewer
Senior Business Analyst at Arcteryx
Empowers teams to build visualization-rich reports and make faster decisions using historical user behavior data
I think areas for Amplitude's improvement include data retention. The maximum data I have worked with, the clickstream data on Amplitude, is two years, whereas we rely on Tableau for historical data of at least two years. I am not sure whether it was my organization paying for lower retention or not, but having historical data would take away the reliance on Tableau. Secondly, reconciling clickstream data with Databricks or other AWS systems could help analysts spend less time verifying the accuracy of both sources, which would be really helpful. Lastly, a more focused approach on error logs is necessary. I have found that, at least with Intuit, we used Splunk more for error logs than Amplitude. Although Amplitude had the capability, developers seemed to prefer Splunk, so if that could be improved, it would be good.
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.

Quotes from Members

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

Pros

"Amplitude has impacted my organization positively in a huge way, as everyone uses it to gain insights into user behavior before implementing new features, which leads to massive positive change, data-driven development, lots of learning, and encouragement to use Amplitude in daily work for everyone in the company, not just analysts."
"Amplitude has provided a return on investment, helping us improve campaign targeting and raising personalization accuracy by almost twenty-five percent, while saving us a lot of time since I can see the analysis as quickly as possible in the dashboard, resulting in significant time and money saved."
"Amplitude is a perfect product that will always fulfill all the data-related needs that your company has, and I would suggest anyone to go for it."
"I loved using Amplitude because it allowed me to dive deep into product usage and analyze different customer segments."
"Amplitude impacts my organization positively as it serves as a central point that allows everyone within the organization to speak the same language of data."
"We can create charts and bar charts for visualization purposes and check real-time data with the solution."
"Amplitude has provided almost instant value to our dev team when they are deploying new trackable events and seeing how those events line up before they go out to production."
"Amplitude has positively impacted my organization as it allows us to make decisions based on data and iterate faster."
"The dynamic scheduling functionality allows the agents to be more empowered which was not an option on our previous tool."
"I have found the forecasting model to be very valuable."
"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."
"Calabrio ONE has positively impacted my organization by helping us with time management, scheduling shifts, and enhancing efficient workflows, and I can say that it is the game changer in that field."
"Calabrio ONE positively impacts our organization by making adherence increase, even though scheduling takes the same amount of time."
"By being able to manage better the time of the agents, and the ease of use thru intraday management, we have been able to move adherence goals from 80 to 85%, and we know that we can even bring it up to 90% in the near future, that alone has made our 6 locations that much more effective, resulting in better customer service for our patients and families."
"Customer Service: Excellent. Technical Support: Excellent."
"I was able to use Calabrio to provide data and analytics in a visually stimulating fashion which captured my audience's understanding with ease."
 

Cons

"Setting up reports in Amplitude was challenging for me as a newer user."
"I give it a nine because it is close to a perfect ten for me, but it is only useful in one layer of the project, not the other, which the tool is supposed to do."
"The visualization of the properties can also be enhanced. Basically, the visualization could be better, and the real-time analytics can be enhanced."
"We attempted to use their screen recording and session recording capabilities as a replacement for a previous vendor, and we found that the functionality they offered did not stack up to the previous vendor."
"The free features in Amplitude Analytics need enhancement."
"I choose nine because, lately, when I was using it, the more people wanted to improve, the more complex things got—not in a good way, but confusing."
"Amplitude could be improved by being cheaper."
"I think areas for Amplitude's improvement include data retention. The maximum data I have worked with, the clickstream data on Amplitude, is two years, whereas we rely on Tableau for historical data of at least two years."
"Additionally, there is some lag during scheduling and adherence processes; for instance, one agent might appear available right when they are scheduled in the CRM, but Calabrio ONE shows them as disconnected."
"It would be nice if this product supported operating systems other than Windows. Some work is needed on better support of multiple browsers."
"I rate Calabrio ONE a seven because I feel it could be improved."
"Some of these new scheduling options are just that, new. So, updates are happening to ensure the product functions the way it was intended."
"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."
"Need a column for hours scheduled on main page."
"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."
"Calabrio ONE needs many improvements from a high-level view."
 

Pricing and Cost Advice

"Pricing is a little on the higher end, especially when considering scalability."
Information not available
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Top Industries

By visitors reading reviews
Construction Company
12%
Insurance Company
8%
Manufacturing Company
8%
Outsourcing Company
8%
Financial Services Firm
22%
Outsourcing Company
16%
Manufacturing Company
10%
Construction Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise9
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise3
Large Enterprise37
 

Questions from the Community

What needs improvement with Amplitude?
Amplitude can be improved by allowing more than a two-year look back window for most analyses. Usually, all they offer is that two-year look back window, and longer form time series analysis seems ...
What is your primary use case for Amplitude?
Amplitude is our main product insights system, and it allows us to view the activity on our website and quantify certain KPIs about how users interact with the site. We measure things such as month...
What advice do you have for others considering Amplitude?
I chose a rating of nine out of ten because Amplitude has virtually every functionality that we need except for the aforementioned lack of long form time series analysis, and their pricing is often...
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...
 

Comparisons

 

Also Known As

ClearBrain
Calabrio
 

Overview

 

Sample Customers

Nokia, Yik Yak, QuizUp, CrunchBase, Rhapsody, PlanGrid, Acquia, Patreon, SeatGeek, Etermax
Polaris, Equifax, Fedex, Rabo, Paychex, Virteva, VITAS Healthcare Corp, Keurig Green Mountain, AT&T, Esurance, Subaru, Boeing, Tiffany & Co., Thomson Reuters.
Find out what your peers are saying about Amplitude vs. Calabrio ONE and other solutions. Updated: June 2026.
909,725 professionals have used our research since 2012.