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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
48
Ranking in other categories
No ranking in other categories
IBM Data Governance
Ranking in Data Governance
21st
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 April 2025, in the Data Governance category, the mindshare of Collibra Governance is 10.1%, down from 12.8% compared to the previous year. The mindshare of IBM Data Governance is 1.3%, 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

"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."
"It helps us build a powerful workflow mechanism where there can be any stewardship, including issue management governing assets using policies, regulations, or business rules."
"The catalog feature is definitely valuable because it makes ingesting the metadata of any application quite simple. You don't have to do things manually. You can just schedule an import, and it will just refresh the metadata of whatever application you want. That's what I like. I usually work on the technical side, and other than that, I usually create integrations. I integrate Collibra with different environments or applications. I'm a developer, so I cannot vouch for the business, but for me, it is quite developer-friendly with the Java API interface and the REST API interface that they have provided. It is good for creating dashboards based on the needs of each and every role. It can be user-specific or group-specific. We usually create dashboards and give them to our business users, and they are quite happy with that."
"It enables a linear view of the data assets across different levels, providing a comprehensive understanding."
"The beauty of the solution is that you can customize it quite a bit."
"Workflow is very helpful and assessment are good features. I really like the structure of this solution and how it is compartmentalized."
"Collibra's lineage is a very powerful feature. We have integrated Collibra with Azure and ADLS storage and we create lineage diagrams using the two tools."
"It's incredibly easy to use."
"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

"If someone changes the metadata, we can't see who changed it."
"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."
"The price of Collibra Governance could improve."
"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."
"I'm fairly new to the product, however, what I generally hear from my clients is that the requirement around having ways to ingest more metadata."
"Collibra is not very user-friendly in terms of lineage generation. The lineage generation process is quite tough, and it takes lots of time to understand it. Business staff are also struggling to generate lineages and to understand them. So, it is not very user-friendly."
"The technical support could be better."
"The licensing is one area that could get improved."
"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

"It is substantial, and we do pay yearly."
"Collibra is a bit expensive."
"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."
"Collibra Governance is extremely expensive"
"We purchase its annual license. There is an extra cost for additional users."
"The solution's pricing is moderate and not very expensive."
"Collibra Governance is expensive - I would rate its pricing as one out of five."
"I rate the pricing a three on a scale of one to ten, where one is expensive, and ten is cheap."
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
21%
Computer Software Company
12%
Manufacturing Company
7%
Insurance Company
7%
Financial Services Firm
17%
Computer Software Company
10%
Manufacturing Company
8%
Insurance Company
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 price is average, and it provides good value for the money.
What needs improvement with Collibra Governance?
Collibra lacks the capability to read Python or R scripts, which is essential for data transformations in our pipeline ecosystems. This is an area where improvement is needed, as currently, it only...
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: March 2025.
845,040 professionals have used our research since 2012.