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Collibra Platform vs IBM Data Governance comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 9, 2025

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
2nd
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
75
Ranking in other categories
Metadata Management (1st), AI Governance (1st)
IBM Data Governance
Ranking in Data Governance
24th
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 February 2026, in the Data Governance category, the mindshare of Collibra Platform is 8.8%, down from 13.8% 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 Market Share Distribution
ProductMarket Share (%)
Collibra Platform8.8%
IBM Data Governance1.3%
Other89.9%
Data Governance
 

Q&A Highlights

YN
Research Assistant at a educational organization with 10,001+ employees
 

Featured Reviews

reviewer2774796 - PeerSpot reviewer
Data Governance System Specialist at a energy/utilities company with 5,001-10,000 employees
Data governance has unified definitions and saves audit preparation time across the enterprise
A separate team did the setup for this tool and was involved in setting it up. When they were doing the setup, it was a significant upfront investment in terms of the configuration, modeling, and governance design because the team first had to define the domains, the assets, and the roles. That takes time, and in the insurance environment where we had many legacy systems, this increased the setup effort. It would be helpful if Collibra Platform could have industry specific starter templates that could accelerate adoption. As we ingested more and more metadata, sometimes the catalog searches became slower by a fraction of a second because there was more metadata in the tool. After inserting millions of rows into the physical data dictionaries, the catalog searches could become a little bit slower. Having some better performance optimization might help with this minor issue.
Murali B - PeerSpot reviewer
Associate Manager at a consultancy with 10,001+ employees
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

"Gartner identifies Collibra Catalog as the leader, which aligns with our observations."
"The feature I like most in Collibra Governance is the lineage. It lets me do lineage that you can set up, for example, technical lineage and business lineage. The solution lets me associate the right people with the right assets, so anybody who has to look at end-to-end instances can use Collibra Governance and figure it out, in terms of who to contact, what to do, and where to find what you need."
"Except for data quality, everything is perfect."
"I rate the technical support from Collibra as nine out of ten."
"The automation process is very strong."
"Collibra is very good at talking to modern database systems like a normal RDBMS, a DB2, or a SQL server or an Oracle."
"Implementing Collibra Governance is definitely something that all organizations having data need, especially for large enterprises where data is distributed across multiple data stacks, bringing rigor for both data management and data engineering."
"This solution is user friendly and offers multiple functionalities. It operates like a kind of a repository that allows you to find anything about a particular data set or field."
"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

"The technical support could be better."
"In terms of improvements, I would highlight a few points that could be enhanced in the Collibra Data Intelligence Platform."
"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."
"In Collibra Catalog, the main area that has room for improvement is the search functionality. It should be more natural language oriented instead of searching for exact names."
"If the price is a bit reduced, that would be better."
"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."
"The tool's overall functionalities need to improve since, nowadays, many tools, from a business perspective, are easy to use."
"The product must be cheaper."
"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

"We purchase its annual license. There is an extra cost for additional users."
"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."
"It is substantial, and we do pay yearly."
"Collibra is a bit expensive."
"Collibra Governance is expensive - I would rate its pricing as one out of five."
"Collibra Governance is an expensive solution."
"I would say it's probably in line with what other vendors charge for licensing."
"I think they can bring a few more features and align better with other quality products."
Information not available
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Answers from the Community

YN
Research Assistant at a educational organization with 10,001+ employees
Sep 1, 2022
Sep 1, 2022
Hello Yegane, I recommend add Precisely Data360 Govern (Infogix Data360 Govern)
See 2 answers
TH
Architecture Sr. Manager, Data Design & Metadata Mgmt at a insurance company with 10,001+ employees
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
CEO at a tech services company with 51-200 employees
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
9%
Manufacturing Company
8%
Insurance Company
6%
Financial Services Firm
13%
Comms Service Provider
10%
Insurance Company
8%
Retailer
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business20
Midsize Enterprise9
Large Enterprise55
No data available
 

Questions from the Community

What needs improvement with Collibra Data Intelligence Platform?
A separate team did the setup for this tool and was involved in setting it up. When they were doing the setup, it was a significant upfront investment in terms of the configuration, modeling, and g...
What is your primary use case for Collibra Data Intelligence Platform?
I am a user who has worked at companies that use Collibra Platform as their data catalog and data intelligence platform tool. My first company, MetLife, used Collibra Platform, but I wouldn't know ...
What advice do you have for others considering Collibra Data Intelligence Platform?
My advice to others looking into using Collibra Platform is to use it in cloud because that is the best solution. I give this review a rating of 10 out of 10.
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

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
TIAA CREF, Control Risks Group
Find out what your peers are saying about Microsoft, Collibra, Informatica and others in Data Governance. Updated: January 2026.
882,032 professionals have used our research since 2012.