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Collibra Governance vs IBM Data Governance 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:
 

Categories and Ranking

Collibra Governance
Ranking in Data Governance
3rd
Average Rating
7.8
Reviews Sentiment
6.8
Number of Reviews
49
Ranking in other categories
No ranking in other categories
IBM Data Governance
Ranking in Data Governance
23rd
Average Rating
8.0
Reviews Sentiment
7.5
Number of Reviews
1
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of October 2025, in the Data Governance category, the mindshare of Collibra Governance is 7.9%, down from 11.3% compared to the previous year. The mindshare of IBM Data Governance is 1.5%, up from 1.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Market Share Distribution
ProductMarket Share (%)
Collibra Governance7.9%
IBM Data Governance1.5%
Other90.6%
Data Governance
 

Q&A Highlights

YN
 

Featured Reviews

DeepakArora - PeerSpot reviewer
Enhancing data management with user-friendly features but needs better documentation
We are a customer of Collibra. Collibra Governance is applied in our data management workflows by creating all the business functions separately, maintaining the data sources of those KPIs and everything separately on those businesses Collibra Governance provides ease of use. The portal is…
Murali B - PeerSpot reviewer
Provides a single interface to monitor and navigate data quality metrics
One area with room for improvement would be the ability to generate detailed quality reports. Some Python libraries provide quality scores and reports—having that capability within IBM Data Governance would be beneficial. We can see the pass/fail results, but getting additional percentage ratios would add significant value. My experience with IBM Data Governance has mostly been with the GUI. I've noticed some latency when accessing the portal. Also, automating reports can sometimes hang, though that might depend on the overall system. That's where I see the most room for improvement – quicker report generation. Fetching specific data from the IBM Data Governance repository tends to be slower compared to other vendors. For example, Collibra has a more responsive GUI. Retrieving large datasets from the IBM catalog is particularly slow.

Quotes from Members

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

Pros

"The automation process is very strong."
"Collibra Governance allows users to scan the data in the Schema and check its quality"
"The diagram showing the limits is absolutely magnificent."
"The most valuable feature is the Technical Lineage. The fact that you can trace the auditability of a particular field or attribute across various systems is very useful."
"Collibra Governance's most valuable features are data lineage and stewardships."
"It's a user-friendly tool, even for non-technical people."
"I like Collibra's flexibility. I like to be able to modify things for our own use. For example, we've chosen to use Collibra also as a knowledge management tool, even though it is not designed to be a knowledge management tool. That's the beauty of it. It can serve as a knowledge management tool by creating some custom assets specifically for knowledge management."
"I would recommend Collibra Governance depending on the needs of the company."
"IBM Data Governance improved data analytics operations. During a company merger, we used IBM Data Governance to understand and bridge sample data between systems."
 

Cons

"There's still room for improvement in Collibra Governance. Right now, the solution focuses more on publishing and subscription where metadata is being consumed from all systems and processes within Collibra Governance. I'd like to see more features around external systems that let those systems start consuming or start referring things from Collibra Governance automatically, in particular, more API-based integrations, so the solution can truly work as an enterprise governance tool at the heart of the organization. There have been many cases where business stakeholders feel, "Okay. I'll be doing a manual activity because every time I have to maintain and make sure that the solution is working, for example, ensuring the reporting works, I have to go to Collibra Governance." I want this step taken out of the equation, and it has to be an automatic conversion or automatic notification that something has changed. Scalability also needs improvement in the solution. If there could be some sort of self-service where people can customize the solution a bit more, that would make Collibra Governance better. What I'd like to see in the next release of the solution is an enhanced search feature because it's what users want to use. You want to search for a term and get all details in one go. Right now, if you type a term in the Collibra Governance global search function, it returns a lot of results that you need to know how to filter and what to filter, so there should be automatic filters that give accurate information to somebody who does a search on the solution. I want Collibra Governance to provide a capability where you can search and get relevant information."
"They could simplify the platform's setup and design process. It requires significant IT involvement and expertise, which can be a barrier for smaller organizations."
"Certain implementations, including lineage maps, could be user-friendly."
"The interface is not very user-friendly and can be difficult to navigate."
"The price of Collibra Governance could improve."
"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."
"There should be more detailed documentation on the selectors and certain information, and a reduction in cost as compared to other tools."
"This solution could be improved with the the addition of process diagrams to help the many users of the platform understand all the fields."
"One area with room for improvement would be the ability to generate detailed quality reports. Some Python libraries provide quality scores and reports—having that capability within IBM Data Governance would be beneficial."
 

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 rate the pricing a three on a scale of one to ten, where one is expensive, and ten is cheap."
"Collibra provides you with a license based on the subscription model that you purchase."
"The solution's pricing is moderate and not very expensive."
"Collibra Governance is an expensive solution."
"Collibra Governance is extremely expensive"
"We purchase its annual license. There is an extra cost for additional users."
"Collibra Governance is an expensive solution."
Information not available
report
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Answers from the Community

YN
Sep 1, 2022
Sep 1, 2022
Hello Yegane, I recommend add Precisely Data360 Govern (Infogix Data360 Govern)
See 2 answers
TH
Sep 1, 2022
Besides features, don't forget to look at user experience and software performance. One of your choices is significantly lacking in both areas. You might consider adding erwin Data Intelligence Suite to your list. Something you might find interesting: Alation vs Collibra vs Quest (erwin) 2022 | Gartner Peer Insights  You can change the products you are comparing, seeing how others have rated the tools you are looking at.
DA
Sep 1, 2022
Hello Yegane, I recommend add Precisely Data360 Govern (Infogix Data360 Govern)
 

Top Industries

By visitors reading reviews
Financial Services Firm
19%
Computer Software Company
11%
Manufacturing Company
8%
Insurance Company
6%
Financial Services Firm
15%
Comms Service Provider
9%
Insurance Company
8%
Computer Software Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business12
Midsize Enterprise7
Large Enterprise32
No data available
 

Questions from the Community

What do you like most about Collibra Governance?
We use the solution's Data Stewardship part.
What is your experience regarding pricing and costs for Collibra Governance?
Regarding licensing, I find it is one of the more expensive options, so it is not particularly affordable.
What needs improvement with Collibra Governance?
In future updates, I would like to see more AI-based capability in Collibra Governance, wherein the data definitions can be auto-generated and lineage can be tracked down easier.
What do you like most about IBM Data Governance?
IBM Data Governance improved data analytics operations. During a company merger, we used IBM Data Governance to understand and bridge sample data between systems.
What is your experience regarding pricing and costs for IBM Data Governance?
I would rate pricing an eight out of ten, where one is cheap and ten is expensive. It's pretty expensive.
What needs improvement with IBM Data Governance?
One area with room for improvement would be the ability to generate detailed quality reports. Some Python libraries provide quality scores and reports—having that capability within IBM Data Governa...
 

Also Known As

Collibra
No data available
 

Overview

 

Sample Customers

Ministry of Economy Science and Innovation, Aspen Insurance, Barry Callebaut, Colt
TIAA CREF, Control Risks Group
Find out what your peers are saying about Microsoft, Informatica, Collibra and others in Data Governance. Updated: September 2025.
868,706 professionals have used our research since 2012.