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Amplitude vs Cube 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 Data Analysis
13th
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 Customer Experience Personalization (8th)
Cube
Ranking in AI Data Analysis
34th
Average Rating
8.6
Reviews Sentiment
6.5
Number of Reviews
4
Ranking in other categories
Embedded BI (10th)
 

Mindshare comparison

As of July 2026, in the AI Data Analysis category, the mindshare of Amplitude is 0.4%. The mindshare of Cube is 0.3%. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
Amplitude0.4%
Cube0.3%
Other99.3%
AI Data Analysis
 

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.
Peter Jefferson - PeerSpot reviewer
Customer Success Manager at Unilever Inc.
Automated reporting has freed time for deeper analysis and improved budget and variance reviews
A specific example of how my team uses Cube in our day-to-day work is that above all, Cube has vastly enhanced our ability to get financial reporting done quickly and free up our time to really dig deep into various accounts. This has greatly improved the accuracy of our financial results beyond what you would even believe. The clean portal and organization help my team by making it easy to navigate and the data collected is very clean and managed in an understandable manner, hence making it very easy to make data-driven decisions. Regarding the features, customer service is great, customization of financial reports, ease of integration with other tools seamlessly, continuous system testing and upgrades, and easy creation of monthly and P&L variance analysis. Data import and export is smooth and efficient. Monthly reporting and analysis is easy to pull and update. The positive impact Cube has had on my organization includes additional time for analysis, less than budgeted spend, and more accurate financial results resulting in better decisions. The error rate has reduced from 40 to 50%. The reduction in errors has affected my team and the business overall by improving speed and efficiency for month-end close processes. Better consolidation of data for long-term trend analysis is evident, and easy P&L creation and variance analysis has been 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 impacts my organization positively as it serves as a central point that allows everyone within the organization to speak the same language of data."
"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."
"I loved using Amplitude because it allowed me to dive deep into product usage and analyze different customer segments."
"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 offers flexibility in real-time data analysis, allowing users to make immediate decisions."
"Other areas like cohort analysis, defining key events, and user properties were also well-suited for Amplitude. It is an easy tool to use."
"Amplitude has positively impacted my organization as it allows us to make decisions based on data and iterate faster."
"Cube completes my tasks very easily and takes less time, allowing me to deliver any project in a timely manner to our clients."
"Implementation was super smooth, and within two weeks we were up and running and the metrics were exposed in our app."
"NPS improved to approximately eight out of ten for our feature, and internally ticket handling times decreased, allowing reallocation of resources to higher-impact projects."
 

Cons

"Amplitude could be improved by being cheaper."
"The free features in Amplitude Analytics need enhancement."
"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."
"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."
"Setting up reports in Amplitude was challenging for me as a newer user."
"Regarding how Amplitude can be improved, I think that dashboards and charts are ephemeral; people often create dashboards but rarely revisit them, so while a handful of dashboards might survive, the real value lies in the insight derived from them."
"We have seen tagging issues with Amplitude in rare scenarios, which can be improved."
"The visualization of the properties can also be enhanced. Basically, the visualization could be better, and the real-time analytics can be enhanced."
"There is no way to create a real template that is not exposed directly in the UI."
"Cube can be improved by enhancing data refresh over multiple tabs."
"I did not see any return on investment from Cube."
"Cube's interface can be challenging for non-technical users, needing clearer use-case examples to ease integration into workflows."
 

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
9%
Manufacturing Company
8%
Outsourcing Company
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise9
No data available
 

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 Cube?
The cost is around $1,500 per month. The exact number is not coming to my mind, but it is approximately $1,500 or $200 per month.
What needs improvement with Cube?
There is something that should be improved. We are providing metrics on email, and in the email industry we have both transactional emails and marketing emails. We have different models for these, ...
What is your primary use case for Cube?
We needed Cube in order to have a robust semantic layer on top of our ClickHouse database to avoid exposing our projection database directly in our app, and we needed to have sub-second latency met...
 

Comparisons

No data available
 

Also Known As

ClearBrain
No data available
 

Overview

 

Sample Customers

Nokia, Yik Yak, QuizUp, CrunchBase, Rhapsody, PlanGrid, Acquia, Patreon, SeatGeek, Etermax
Information Not Available
Find out what your peers are saying about Amplitude vs. Cube and other solutions. Updated: June 2026.
902,894 professionals have used our research since 2012.