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Amplitude vs Cohesity DataProtect 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:
 

ROI

Sentiment score
4.3
Amplitude enhances targeting and personalization, saving time and effort, but higher pricing requires careful consideration for ROI.
Sentiment score
6.6
Cohesity DataProtect delivers cost, time savings, enhances efficiency, simplifies backups, and ensures swift recovery, achieving ROI within months.
I have seen a return on investment with Amplitude, saving about 120 man hours per month for a specific report that needs to be created.
Technical Co-Founder at Crankshaft.ai
It has saved 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.
Senior data engineer at a financial services firm with 10,001+ employees
Using Cohesity DataProtect is easier to manage, and it simplifies various components into one architecture, reducing the need for extensive human resources to manage backups.
Evangelist / CTO at fgnext
 

Customer Service

Sentiment score
5.7
Amplitude's customer service is timely with multiple channels, though technical expertise varies, complemented by an active Slack group.
Sentiment score
7.8
Cohesity DataProtect offers knowledgeable and fast support, though some face challenges with regional differences and global case management.
You can pursue answers whichever way you would prefer through the normal support routes or you can source it from the community that they offer on Slack.
Data Analyst & Data Protection Officer at WeSalute
There could be live chat support for different types of charges or solutions that would be more helpful.
Data Science Engineer at BebopBee, Inc.
Amplitude customer support is responsive.
Technical Co-Founder at Crankshaft.ai
The support can depend on the region, and for larger customers, I advise having a Technical Account Manager for better assistance.
Evangelist / CTO at fgnext
For the support, I can provide a rating of four only because they initially provide some steps, but later say they are not sure, which is a problem in a production environment.
Specialist at HCLSoftware
 

Scalability Issues

Sentiment score
7.2
Amplitude is highly praised for its scalability, handling large data and real-time processing efficiently for millions of users.
Sentiment score
7.7
Cohesity DataProtect is highly regarded for its seamless scalability, supporting both small and large environments with ease.
Amplitude's scalability is fine; I have millions of active users, tens of millions, with high throughput, and it performs great.
Technical Co-Founder at Crankshaft.ai
Amplitude is very scalable, considering that we do not have to do any manual work ourselves.
Data Analyst & Data Protection Officer at WeSalute
Amplitude is quite scalable.
Senior data engineer at a financial services firm with 10,001+ employees
Cohesity DataProtect is built on a scale-out architecture, which means it can effectively scale to meet various needs.
Evangelist / CTO at fgnext
 

Stability Issues

Sentiment score
8.4
Amplitude is praised for stability and speed with large datasets, though improvements in latency and error messages are suggested.
Sentiment score
7.7
Cohesity DataProtect is praised for stability, quick support resolution, minor glitches, reliable updates, and consistent performance in diverse environments.
I did not notice any delays or issues with Amplitude's performance and speed when handling large datasets.
Senior Business Analyst at Arcteryx
On the whole, any problems were more related to hardware limitations rather than issues with Cohesity DataProtect itself.
Evangelist / CTO at fgnext
 

Room For Improvement

Users desire improved report setup, visualization, query building, tagging, data retention, support, and feature discovery for enhanced analytics.
Cohesity DataProtect needs improved restoration, customization, robust integration, and enhanced security features to boost user satisfaction and functionality.
Support could be improved. Sometimes I need to create a ticket and communicate with one of their advisors via email.
Data Science Engineer at BebopBee, Inc.
Longer form time series analysis seems nearly impossible to do on this platform.
Data Analyst & Data Protection Officer at WeSalute
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.
Senior Business Analyst at Arcteryx
While there are improvements to be made, such as providing support for older systems like IBM iSeries and tandem systems from HP, the solution overall shifts from older methods to modern practices.
Evangelist / CTO at fgnext
There is room to improve the user interface of Cohesity DataProtect for more intuitive navigation.
Specialist at HCLSoftware
 

Setup Cost

Amplitude's high pricing and complex billing for larger data volumes cause challenges and lengthy negotiations for users.
Cohesity DataProtect offers cost-effective, straightforward pricing with bundled storage, quick setup, negotiable discounts, and affordable annual support.
Pricing is often egregiously high, and the company has changed billing models on us once already.
Data Analyst & Data Protection Officer at WeSalute
We are using a free version and would upgrade to a paid version if it were cheaper.
CEO at a tech vendor with 10,001+ employees
Amplitude's pricing is good and not overpriced; it is fair for the amount of data we are extracting and the analysis we perform.
Senior data engineer at a financial services firm with 10,001+ employees
I find Cohesity DataProtect to be expensive.
Technical Director at Procloud
 

Valuable Features

Amplitude excels in segmentation, cohort analysis, and integration, enhancing data-driven decision-making and user experience optimization.
Cohesity DataProtect offers fast backups, easy scalability, cloud integration, and robust features like deduplication, unified search, and ransomware protection.
Based on Amplitude charts and outcomes, our product team takes decisions, so it has improved decision-making.
Data Science Engineer at BebopBee, Inc.
Amplitude has positively impacted my organization as it allows us to make decisions based on data and iterate faster.
CEO at a tech vendor with 10,001+ employees
Collaboration was a significant part. What improves collaboration is the self-serve functionality, which was a big deal for PMs to have access to just that data and also the base layer of how that data is structured, which connects to clicks that every report refers to.
Senior Business Analyst at Arcteryx
The platform is based on a scale-out architecture with each node having compute, RAM, SSD, and HDD.
Evangelist / CTO at fgnext
Global deduplication ensures that only unique data blocks are stored, significantly reducing storage consumption.
Specialist at HCLSoftware
Some of the most valuable features of Cohesity DataProtect for me include instant mass restore, anomaly detection, and its ability to handle large data volumes effectively.
Technical Director at Procloud
 

Categories and Ranking

Amplitude
Ranking in AI Data Analysis
5th
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 (1st), User Activity Monitoring (4th), AI Customer Experience Personalization (5th)
Cohesity DataProtect
Ranking in AI Data Analysis
8th
Average Rating
9.0
Reviews Sentiment
7.3
Number of Reviews
75
Ranking in other categories
Backup and Recovery (7th), Cloud Backup (10th)
 

Mindshare comparison

As of January 2026, in the AI Data Analysis category, the mindshare of Amplitude is 0.5%. The mindshare of Cohesity DataProtect is 0.5%, up from 0.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Market Share Distribution
ProductMarket Share (%)
Amplitude0.5%
Cohesity DataProtect0.5%
Other99.0%
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.
SM
Evangelist / CTO at fgnext
Adopting advanced convergence and seamless management elevates data protections
While there are improvements to be made, such as providing support for older systems like IBM iSeries and tandem systems from HP, the solution overall shifts from older methods to modern practices. Customers looking for features that older systems provided might find gaps, but these are typically for very specific needs.
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Top Industries

By visitors reading reviews
Computer Software Company
10%
Insurance Company
7%
Financial Services Firm
6%
Comms Service Provider
6%
Financial Services Firm
13%
Manufacturing Company
10%
Computer Software Company
10%
Government
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business2
Large Enterprise9
By reviewers
Company SizeCount
Small Business19
Midsize Enterprise22
Large Enterprise43
 

Questions from the Community

What do you like most about Amplitude?
I loved using Amplitude because it allowed me to dive deep into product usage and analyze different customer segments.
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 do you like most about Cohesity DataProtect?
Several features enable us to perform fast recovery, such as instant fast recovery. All our virtual machines protected with the product can be quickly restored to another healthy environment with m...
What needs improvement with Cohesity DataProtect?
There is room to improve the user interface of Cohesity DataProtect for more intuitive navigation, despite being content with its existing features.
 

Comparisons

 

Also Known As

ClearBrain
Cohesity
 

Overview

 

Sample Customers

Nokia, Yik Yak, QuizUp, CrunchBase, Rhapsody, PlanGrid, Acquia, Patreon, SeatGeek, Etermax
Tribune Media
Find out what your peers are saying about Amplitude vs. Cohesity DataProtect and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.