No more typing reviews! Try our Samantha, our new voice AI agent.

Collibra Platform vs Google Knowledge Catalog comparison

Why PeerSpot?
 

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
8.0
Reviews Sentiment
6.2
Number of Reviews
90
Ranking in other categories
Metadata Management (1st), AI Governance (1st)
Google Knowledge Catalog
Ranking in Data Governance
31st
Average Rating
5.0
Reviews Sentiment
3.6
Number of Reviews
1
Ranking in other categories
Data Management Platforms (DMP) (16th)
 

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.
PraveenChatla - PeerSpot reviewer
Head Of Information at Ericsson
Managing limited lineage across clouds has highlighted missing connectors but has supported basic cataloging
There are no specific areas of Google Dataplex I think could be improved because that is not our priority. To improve or enhance Google Dataplex, I would point out the connections; there is a lack of connections, and the variety of databases are not in a position to connect. I assess the usefulness of Google Dataplex's centralized management layer in simplifying data operations across environments as not there yet because the connections are lacking. If I look at the environments of something such as Ericsson, there are so many environments; to connect to each and every system, they are not there yet.

Quotes from Members

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

Pros

"Collibra provides a good view of where my data is, the type of data we have across the landscape, how it's getting utilized, the quality in terms of correct calibration, and whether the integrity is uniform across the landscape."
"I have definitely seen a positive return on investment through Collibra Platform, primarily through improved data discovery, a centralized platform for technical and business assets, better governance, and data quality, which provided good visibility over the data overall."
"Collibra Governance helps us set the business rules and define critical data elements."
"The technical support from Collibra Governance is excellent, and I rate it as ten out of ten."
"The most valuable features of Collibra are the workflows and the data lineage capabilities, as they help improve the client's existing processes by allowing you to map those into workflows so the processes can be directly executed on Collibra."
"I definitely think Collibra is the gold standard in terms of combining user experience with the actual capabilities."
"The main benefits that Collibra Lineage provides include measurable advantages."
"The data lineage capability is valuable as it shows how different sources are connected and how data flows, which is crucial for projects like migrations. Moreover, data lineage visualization in Collibra Catalog aids our data governance initiatives."
"For Google Cloud data, Google Dataplex's AI-driven data classification has really helped; the out-of-the-box capabilities are good, and they have good classifiers."
 

Cons

"The license for Collibra Governance is expensive."
"Occasionally we get little bugs that occur, however, this is typical."
"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."
"The UI of Collibra Platform can be improved, as can some APIs such as the import API."
"One problem is the data lineage, especially extracting the ETL transformation from different ETL tools and identifying how the data is getting changed from one layer to different layers and how the transformation is applied. It doesn't support all the ETL tools for extracting the transformation logic. It supports some of the tools, but there are still some tools that need to be supported. There is also a small pain point in terms of integration. There is a little bit of change in their strategy from Collibra's end. Earlier, they used to offer two solutions. One was out of the box, and one was a custom-built solution for which they used to provide a dual connector. Now the focus from the Collibra side is more on using the out of the box connector. They are discouraging doing the custom integration. That leaves us with two problems. The first problem is that the out-of-the-box connecter is not yet enabled for a lot of systems, and the second problem is that the out-of-the-box connecter has certain limitations. If we want to tweak those as per our needs, it is not possible. However, the custom-built is still supported, and you can still build a custom integration by using the API, but it is not very encouraged by Collibra. Its dashboard also needs to be improved. There are options to use the HTML code to customize your dashboard, but it has a lot of limitations."
"The tool's overall functionalities need to improve since, nowadays, many tools, from a business perspective, are easy to use."
"What I use it for is fairly rudimentary, and I don't have any complaints about it. I haven't tried to stretch the boundaries at all, but it would be nice if there were capabilities built within the system to somehow help enforce the quality and consistency across related elements that are built in the catalog. It could have intelligent capabilities built in to help maintain the quality of the data and information, such as natural language processing, machine learning, and so on."
"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."
"I assess the usefulness of Google Dataplex's centralized management layer in simplifying data operations across environments as not there yet because the connections are lacking."
 

Pricing and Cost Advice

"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."
"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."
"There are different licenses available for Collibra Lineage based on what kind of access you want. If you want, for example, a read-only license they have different ones to pick from."
"Collibra provides you with a license based on the subscription model that you purchase."
"Generally, it is a rather expensive solution compared to some other tools in the market, but I found it to be fair-priced for its capabilities."
"The product's pricing is high, which its comprehensive features and capabilities may justify."
"Collibra Governance is an expensive solution."
Information not available
report
Use our free recommendation engine to learn which Data Governance solutions are best for your needs.
916,956 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
14%
Outsourcing Company
9%
Computer Software Company
8%
Manufacturing Company
8%
Outsourcing Company
17%
Media Company
17%
Computer Software Company
16%
Transportation Company
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise14
Large Enterprise65
No data available
 

Questions from the Community

What needs improvement with Collibra Data Intelligence Platform?
I have already had discussions with the Collibra Platform team regarding improvements. Having a more intuitive search and better natural language search queries would help business users more. Ther...
What is your primary use case for Collibra Data Intelligence Platform?
I utilize Collibra Platform for data catalog, data marketplace, and data governance-related activities. I have multiple data sources, and I perform extraction of data from those specific data sourc...
What advice do you have for others considering Collibra Data Intelligence Platform?
Collibra Platform is a good choice when selecting a data governance or data cataloging solution. I would recommend starting with a clear business use case and then cataloging everything at once, wh...
What needs improvement with Google Dataplex?
There are no specific areas of Google Dataplex I think could be improved because that is not our priority. To improve or enhance Google Dataplex, I would point out the connections; there is a lack ...
What is your primary use case for Google Dataplex?
My usual use cases for Google Dataplex involve a team specifically managing their data, BCSS, which is a software services group and cloud software services group. They have a lot of data managed i...
What advice do you have for others considering Google Dataplex?
Recently, I have been working with Informatica, specifically with IDMS, data quality, and integration systems also of Informatica. Currently, I am not working with it, but I am in the process of ge...
 

Also Known As

Data Intelligence Platform, Collibra AI Governance, Collibra Catalog, Collibra Governance, Collibra Lineage, Collibra Privacy & Risk
Google Dataplex
 

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, Microsoft, Informatica and others in Data Governance. Updated: September 2026.
916,956 professionals have used our research since 2012.