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Amplitude vs Immuta comparison

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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
9th
Average Rating
8.6
Reviews Sentiment
5.5
Number of Reviews
12
Ranking in other categories
Customer Data Analysis (1st), Web Analytics (1st), Mobile Marketing and Advertising (2nd), User Activity Monitoring (5th), AI Customer Experience Personalization (9th)
Immuta
Ranking in AI Data Analysis
27th
Average Rating
7.8
Reviews Sentiment
7.4
Number of Reviews
6
Ranking in other categories
Data Governance (25th), Data Security Posture Management (DSPM) (16th)
 

Mindshare comparison

As of October 2026, in the AI Data Analysis category, the mindshare of Amplitude is 0.5%, up from 0.1% compared to the previous year. The mindshare of Immuta is 0.4%, down from 4.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
AI Data Analysis Mindshare Distribution
ProductMindshare (%)
Amplitude0.5%
Immuta0.4%
Other99.1%
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.
Dibyajyoti Rath - PeerSpot reviewer
Data Analyst at a consultancy with 10,001+ employees
Centralized access control has secured sensitive data and supports compliant self-service analytics
Immuta is very helpful, but it can be improved in a few areas. The initial setup and policy design can be complex and require a learning curve. The user interface could be more interactive, especially for non-technical users. Policy troubleshooting and debugging could be easier with better visibility into why access was allowed or denied. Performance optimization and deeper integration with more tools could make it even better. Additional improvements would strengthen Immuta further. The documentation and real-world examples would help teams onboard faster. More out-of-the-box policy templates could reduce setup time. Improved policy simulation and testing would help teams understand the impact of changes before applying them. Stronger alerting and monitoring features would help quickly identify access issues. Finally, more end-user training and simplified workflows would make it easier for business users to adopt.

Quotes from Members

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

Pros

"Other areas like cohort analysis, defining key events, and user properties were also well-suited for Amplitude. It is an easy tool to use."
"Having accessible data which can be easily customized and manipulated by even business stakeholders with less technical knowledge is one of the best things."
"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."
"Thanks to the Amplitude dashboard, we could access all the proper data, and regardless of which team or which part, all teams' decision-making became based on the data extracted by Amplitude, which contributed to a positive data-driven cultural movement."
"Amplitude has positively impacted my organization as it allows us to make decisions based on data and iterate faster."
"Amplitude offers flexibility in real-time data analysis, allowing users to make immediate decisions."
"We can create charts and bar charts for visualization purposes and check real-time data with the solution."
"I loved using Amplitude because it allowed me to dive deep into product usage and analyze different customer segments."
"Immuta has had a very positive impact on our organization, helping us strengthen data security by ensuring sensitive data is only accessible to the right users, simplifying compliance with clear audit trails and consistent policy enforcement, reducing manual access management to save time for data and security teams, and enabling safe self-service analytics so our team can access data faster while still meeting governance and regulatory requirements."
"My experience with the technical service from Immuta is that they are super helpful."
"Instead of manually tagging data, Immuta’s auto-discovery capability identifies sensitive information, such as country labels, gender information, and other personal data."
"All features available are good."
"What I appreciate the most is its user-friendliness."
"The tool's most valuable feature is restriction."
 

Cons

"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 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."
"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."
"We have seen tagging issues with Amplitude in rare scenarios, which can be improved."
"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."
"There was a little bit of a problem with pricing since the price of Amplitude was really expensive, and although its features and functionality are powerful, making it worth it, it could be a huge obstacle for startups or those not making lots of money."
"The visualization of the properties can also be enhanced. Basically, the visualization could be better, and the real-time analytics can be enhanced."
"Amplitude could be improved by being cheaper."
"Immuta is behind in updating upgrades and software releases."
"There is room for improvement in enhancing the monitoring capabilities."
"Immuta is very helpful, but it can be improved in a few areas."
"In terms of improvement areas, I would like to see simpler ways to integrate the approval workflow in other systems, such as being able to approve data access directly from Collibra on Immuta."
"We have had some challenges with their support when we were migrating to the cloud version. We we had some issues, and it took us several attempts to get a proper responses as part of that migration."
"The implementation process with Immuta was quite challenging, primarily due to issues related to database handling and the syncing of user groups."
 

Pricing and Cost Advice

"Pricing is a little on the higher end, especially when considering scalability."
"Immuta's pricing is expensive."
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Top Industries

By visitors reading reviews
Comms Service Provider
13%
Construction Company
10%
Computer Software Company
10%
Outsourcing Company
8%
Financial Services Firm
15%
Construction Company
11%
Manufacturing Company
10%
Computer Software Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Large Enterprise9
By reviewers
Company SizeCount
Small Business2
Large Enterprise5
 

Questions from the Community

What needs improvement with Amplitude?
Amplitude and all SaaS software nowadays need to improve their AI feature to keep up with competitors, and my experience with the demo showed it looks cool but needs enhancement.
What is your primary use case for Amplitude?
As a growth marketer, product analytics tools like Amplitude are a powerful weapon for marketers, allowing us to see all user funnels from acquisition to churn and retention. It was really easy to ...
What advice do you have for others considering Amplitude?
There are currently really good product analytics tools, and some are free, but if you want to analyze and see really proper data, especially as a CEO wanting to encounter the truth of your own dat...
What needs improvement with Immuta?
Immuta is very helpful, but it can be improved in a few areas. The initial setup and policy design can be complex and require a learning curve. The user interface could be more interactive, especia...
What is your primary use case for Immuta?
My main use case for Immuta is data governance. In my project, which is a data governance project, I use Immuta as a centralized data access management tool. A specific example of how I use Immuta ...
What advice do you have for others considering Immuta?
My advice for others considering Immuta would be to plan your policies carefully. Think through roles, data sensitivity, and use cases before setup. Invest in training to ensure both technical and ...
 

Comparisons

 

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Nokia, Yik Yak, QuizUp, CrunchBase, Rhapsody, PlanGrid, Acquia, Patreon, SeatGeek, Etermax
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Find out what your peers are saying about Amplitude vs. Immuta and other solutions. Updated: September 2026.
919,894 professionals have used our research since 2012.