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Collibra Platform vs DataMasque comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 2026

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
1st
Average Rating
7.8
Reviews Sentiment
6.2
Number of Reviews
90
Ranking in other categories
Metadata Management (1st), AI Governance (1st)
DataMasque
Ranking in Data Governance
29th
Average Rating
9.6
Reviews Sentiment
3.7
Number of Reviews
4
Ranking in other categories
Data Masking (10th)
 

Mindshare comparison

As of July 2026, in the Data Governance category, the mindshare of Collibra Platform is 8.4%, down from 12.4% compared to the previous year. The mindshare of DataMasque is 0.4%. It is calculated based on PeerSpot user engagement data.
Data Governance Mindshare Distribution
ProductMindshare (%)
Collibra Platform8.4%
DataMasque0.4%
Other91.2%
Data Governance
 

Featured Reviews

AK
Senior Consultant at Morgan Stanley
Data governance has transformed business glossaries and now drives AI-ready insights
I think it's a great platform. Searching can be made a little better. The data marketplace which it provides is also great, but sometimes when we are searching an element and we know we are not sure if we can find it or if we have missed it. Listing data domains in one place for quick visibility will be an add-on. I am not a hardcore coder. For a coder to create workflows and automate the process, I needed to learn Groovy script and create some workflows. In the automation part, I think it can also introduce a low-code, no-code platform where we can connect different connectors and we can quickly create some automated workflows, if at basic level only, because the next big thing is automation and AI. Low-code, no-code platforms are being used by everyone. I think that will be useful. When I look for a data domain, I'm not able to find it very quickly. For a business owner to know data domains and search data domains, it could be made a little easier. Also, the automation part needs improvement. We are only able to enter the data manually or connect to a data source, but now we want to create some workflows as well. That's why I've chosen a rating of eight. Otherwise, it's really great.
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

"We have seen a return on investment, as previously it took weeks or even months to find the actual data owner, while now it takes just seconds or a few minutes, indicating a significant increase."
"The data lineage piece is very useful for us."
"Collibra Catalog's best feature is the data quality checker."
"Collibra Platform has impacted my organization positively; the main benefit is that we now have our best catalog organizer, and since we moved from one type of database that was mostly relational, we are now able to see other types of structures, and we can actually use spreadsheets, tables, and other types of information that could be generated from them."
"Now, it's a very robust metadata management and data governance tool."
"Collibra Governance comes with a lot of features, and we have used it in one of our projects for metadata management and data lineage."
"I find the metadata feature valuable because it replaces the coding."
"The data quality module has improved significantly, and the data lineage feature is beneficial for understanding where data is coming from and identifying data duplications."
"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."
"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."
"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."
"We can now have a staging environment very much like a production environment, which improves our testing and product quality."
 

Cons

"Collibra Platform could be improved as it is somewhat too flexible, allowing for so much customization that it becomes very complex without sufficient controls in place."
"The breadth of available connectors for metadata ingestion need to grow quickly to support customers as they expand their data governance programs to include a diverse list of source systems from which they want to derive business value."
"The Collibra interface is not very user-friendly because it has a lot of features that business users find difficult to navigate."
"We had issues during setup."
"There should be more detailed documentation on the selectors and certain information, and a reduction in cost as compared to other tools."
"One of the very key drawbacks is that automation for access provisioning is not available. If I discover a data set or data product in the marketplace and want to access the data, this feature doesn't exist at all."
"The license for Collibra Governance is expensive."
"The licensing is one area that could get improved."
"UUID generation could be improved."
"I think it would be great if the user experience was upgraded because it can be quite technical at times."
 

Pricing and Cost Advice

"I think they have a trust issue. I did not like the way they recently went through the process. They were like, "Finish this SOW first, only then will we sign the other SOW." Or, "Finish this code." I didn't like that much."
"I would say it's probably in line with what other vendors charge for licensing."
"Collibra Catalog is fairly priced - I would rate their pricing seven out of ten."
"Many of our customers I spoke to felt that the solution is a bit highly-priced."
"Collibra is a bit expensive."
"I think they can bring a few more features and align better with other quality products."
"Collibra Governance is an expensive solution."
"It's expensive, especially for small companies."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Computer Software Company
10%
Manufacturing Company
8%
Outsourcing Company
5%
Energy/Utilities Company
27%
Construction Company
20%
Comms Service Provider
12%
Outsourcing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise14
Large Enterprise63
No data available
 

Questions from the Community

What needs improvement with Collibra Data Intelligence Platform?
The UI of Collibra Platform can be improved, as can some APIs such as the import API. Improving the UI and documentation would bring it closer to a perfect score for me, making it more accessible.
What is your primary use case for Collibra Data Intelligence Platform?
Collibra Platform is used for data governance, bridging business and technical data. I used Collibra Platform to import metadata from GCP projects by utilizing Collibra import APIs. Importing metad...
What advice do you have for others considering Collibra Data Intelligence Platform?
I would advise others looking into using Collibra Platform to get some training and develop a culture around data governance. I have no idea about Collibra Platform's AI capabilities regarding gove...
What is your experience regarding pricing and costs for DataMasque?
As we are still in the early stages, I can't say anything definitive about pricing yet, but I believe it will be usage-based, which should work well.
What needs improvement with DataMasque?
UUID generation could be improved. Although UUIDs were masked correctly, some validation rules were not supported, requiring a switch from validators to pattern matching. Expanding native UUID vali...
What is your primary use case for DataMasque?
I created a staging environment with production-like data.
 

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: June 2026.
902,894 professionals have used our research since 2012.