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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
7.6
Reviews Sentiment
6.8
Number of Reviews
49
Ranking in other categories
No ranking in other categories
IBM Data Governance
Ranking in Data Governance
22nd
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 July 2025, in the Data Governance category, the mindshare of Collibra Governance is 9.0%, down from 12.0% compared to the previous year. The mindshare of IBM Data Governance is 1.4%, up from 1.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
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 most important feature is the ease of use."
"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."
"From the perspective of a data user, the solution has a great search capability."
"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."
"It's a user-friendly tool, even for non-technical people."
"We use the solution's Data Stewardship part."
"The diagram showing the limits is absolutely magnificent."
"The most valuable feature is the discovery process for the data catalog because we get it in a visual format as a way to understand and classify it."
"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

"It should have more integrations with things like CyberArk because its main purpose is GDPR implementation. We have to have more scope for things that implement more privacy. CyberArk makes sure your credentials are vaulted and your things are secure when you're creating your integrations or connecting to an application. I do believe that they are working on this feature."
"The interface is not very user-friendly and can be difficult to navigate."
"The solution's search functionality can be improved"
"There should be more detailed documentation on the selectors and certain information, and a reduction in cost as compared to other tools."
"There's a lot of things available in their Data Intelligence Cloud that are not available on-premise."
"Pricing policy of the product is an area with certain shortcomings that needs improvement."
"The price of Collibra Governance could improve."
"There are certain limitations and difficulties regarding the migration of complex data quality rules, as the tool may struggle with lengthy calculations and longer loading times."
"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 it is on a yearly basis, but I'm not involved with the pricing session, so I have no idea. There are several licenses for different models. You get one license per product, but a lot of features are controlled separately through different licenses. So, as and when you want to use a feature, you have to procure the license for that feature."
"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."
"I rate the pricing a three on a scale of one to ten, where one is expensive, and ten is cheap."
"Collibra Governance is an expensive solution."
"Collibra is a bit expensive."
"Many of our customers I spoke to felt that the solution is a bit highly-priced."
"Collibra provides you with a license based on the subscription model that you purchase."
"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."
Information not available
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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
12%
Manufacturing Company
8%
Insurance Company
7%
Financial Services Firm
16%
Insurance Company
9%
Computer Software Company
7%
Educational Organization
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
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?
The pricing of Collibra Governance is moderate. It is neither extremely costly nor very cheap, as it depends on the use case and specific requirements.
What needs improvement with Collibra Governance?
There is room for improvement in the Collibra Data Catalog regarding data classification and categorization. It struggles to catalog all categories of data, particularly sensitive data on-prem, whi...
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: July 2025.
863,776 professionals have used our research since 2012.