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Collibra Platform vs DataMasque comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 9, 2025

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

Collibra Platform
Ranking in Data Governance
2nd
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
75
Ranking in other categories
Metadata Management (2nd), AI Governance (1st)
DataMasque
Ranking in Data Governance
28th
Average Rating
9.6
Reviews Sentiment
3.7
Number of Reviews
4
Ranking in other categories
Data Masking (13th)
 

Mindshare comparison

As of January 2026, in the Data Governance category, the mindshare of Collibra Platform is 9.2%, down from 13.7% compared to the previous year. The mindshare of DataMasque is 0.3%. It is calculated based on PeerSpot user engagement data.
Data Governance Market Share Distribution
ProductMarket Share (%)
Collibra Platform9.2%
DataMasque0.3%
Other90.5%
Data Governance
 

Featured Reviews

reviewer2774796 - PeerSpot reviewer
Data Governance System Specialist at a energy/utilities company with 1,001-5,000 employees
Data governance has unified definitions and saves audit preparation time across the enterprise
A separate team did the setup for this tool and was involved in setting it up. When they were doing the setup, it was a significant upfront investment in terms of the configuration, modeling, and governance design because the team first had to define the domains, the assets, and the roles. That takes time, and in the insurance environment where we had many legacy systems, this increased the setup effort. It would be helpful if Collibra Platform could have industry specific starter templates that could accelerate adoption. As we ingested more and more metadata, sometimes the catalog searches became slower by a fraction of a second because there was more metadata in the tool. After inserting millions of rows into the physical data dictionaries, the catalog searches could become a little bit slower. Having some better performance optimization might help with this minor issue.
Nierojan Pushparajan - PeerSpot reviewer
Director of Software Engineering at TelliHealth
Masking sensitive test data has improved compliance and now enables safe, realistic debugging
The best features DataMasque offers that stand out to me are the flexibility to create rule sets and mask UUIDs, which have been really beneficial. Additionally, their customer service and technical support have been very helpful in getting this set up. The flexibility in creating rule sets has helped my team specifically because we have lots of dependencies on different databases and different database types. We have an RDS instance and an OpenSearch instance. Having those rule sets really allowed us to connect data between the two because the same data can be across multiple datasets. Creating these rules enabled us to not think too much about which ones need to be unique or which ones need to be the same across different tables. Whenever we run into issues or questions, we are able to talk to the DataMasque team, and they give us a reasonable technical response within a good timeframe that allows us to solve our issues pretty quickly. We have not had huge delays or blockers because of the communication between us and DataMasque. I appreciate the consistency to continue to improve the application, and there are new features coming out this year that will be tools we use. DataMasque is doing a great job of adding new features, and we will definitely be using them in the future. DataMasque has positively impacted our organization by already showing visible benefits in security and reduced risks for compliance, even though we are still in the process of setting up production and using it to the full extent. It will allow our developers to troubleshoot issues easily without the risk of viewing PHI or anything similar. We are seeing the benefits already of that, but we still need to complete the full integration and incorporate it into our workflows to see the full benefits, which we are currently in the process of. So far, it has been really good. By just masking production data, we can go into this masked database set to understand edge cases and issues as they come up from support without the developers having to look at any production data. They can go into this masked dataset and see the problem firsthand, something we would not have caught with our dev dataset because it is such a smaller amount of data, whereas production has a vast amount of data that we can look through.

Quotes from Members

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

Pros

"The most important feature is the ease of use."
"The most important feature in Collibra Governance is the ability to gather data or a collection of data into one repository. If a client creates a repository at his place, then it will get updated to the cloud automatically."
"Collibra Catalog is simple to use and user-friendly for those who are not technically inclined since it is easy to find while also easy to see data lineage diagrams."
"The most important feature is the ease of use."
"This solution is user friendly and offers multiple functionalities. It operates like a kind of a repository that allows you to find anything about a particular data set or field."
"The main benefits that Collibra Lineage provides include measurable advantages."
"Collibra Governance is a stable solution."
"Gartner identifies Collibra Catalog as the leader, which aligns with our observations."
"Being able to generate the masking rules directly from the tool based on what it finds during the data discovery helps ensure that all sensitive fields are identified and masked."
"We can now have a staging environment very much like a production environment, which improves our testing and product quality."
"DataMasque has positively impacted our organization by absolutely allowing us to more rigorously test our products within a safe environment without leaking personally identifiable information."
"DataMasque has positively impacted our organization by already showing visible benefits in security and reduced risks for compliance, even though we are still in the process of setting up production and using it to the full extent."
 

Cons

"The workflow documentation must be improved."
"Pricing policy of the product is an area with certain shortcomings that needs improvement."
"If a developer implements ETL in Glue or PySpark, Collibra cannot capture lineage out of that."
"Collibra doesn't provide support for integration for SAP Info Steward directly with Collibra."
"This solution could be improved with the the addition of process diagrams to help the many users of the platform understand all the fields."
"The solution's data lineage is a little difficult and will not support all the source systems on the database."
"While connecting with the data source, it's not very easy. If there's a firewall, it is difficult to connect with the database. It's not easy when you are configuring on the database."
"There are certain processes that involve a lot of manual work, specifically when searching for attributes assignment. It would be better if we could do this via APIs."
"I think it would be great if the user experience was upgraded because it can be quite technical at times."
"UUID generation could be improved."
 

Pricing and Cost Advice

"It is substantial, and we do pay yearly."
"I think they can bring a few more features and align better with other quality products."
"I rate the pricing a three on a scale of one to ten, where one is expensive, and ten is cheap."
"We purchase its annual license. There is an extra cost for additional users."
"Collibra Governance is expensive - I would rate its pricing as one out of five."
"I am not so much aware of price details. Initially, there was an add-on NuSoft license to use the DVC connector that NuSoft gives to create integrations, but Collibra is now phasing out of it slowly. Collibra is cutting ties with them is what we have been led to believe, and we have started developing on Spring Boot, which is open source."
"Collibra is a bit expensive."
"Collibra Governance is extremely expensive"
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
19%
Computer Software Company
9%
Manufacturing Company
8%
Insurance Company
7%
Energy/Utilities Company
45%
Computer Software Company
12%
Marketing Services Firm
10%
Comms Service Provider
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business20
Midsize Enterprise9
Large Enterprise55
No data available
 

Questions from the Community

What needs improvement with Collibra Data Intelligence Platform?
Collibra Platform can be improved by adding more connectors to the ecosystems.
What is your primary use case for Collibra Data Intelligence Platform?
Collibra Platform serves as the central place to document, govern, and understand our data assets. I use Collibra Platform in my day-to-day work to build out a business glossary and the data catalo...
What advice do you have for others considering Collibra Data Intelligence Platform?
My advice to others looking into using Collibra Platform is to use it in cloud because that is the best solution. I give this review a rating of 10 out of 10.
What is your experience regarding pricing and costs for DataMasque?
The DM team was very happy to work with us when we were determining the pricing and licensing model we wanted to use.
What needs improvement with DataMasque?
I think it would be great if the user experience was upgraded because it can be quite technical at times. The user interface could benefit from an upgrade as it can be quite technical at times. I d...
What is your primary use case for DataMasque?
I use the solution to mask production data and restore it into a QA environment.
 

Also Known As

Data Intelligence Platform, Collibra AI Governance, Collibra Catalog, Collibra Governance, Collibra Lineage, Collibra Privacy & Risk
No data available
 

Overview

 

Sample Customers

AXA XL, DNB, Adobe, PMI, Holland America Line, UC Davis Health, Cox Automotive
Information Not Available
Find out what your peers are saying about Collibra Platform vs. DataMasque and other solutions. Updated: January 2026.
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