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Collibra Platform vs IBM Data Governance comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Mar 15, 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
2nd
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
74
Ranking in other categories
Metadata Management (1st), AI Governance (1st)
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 March 2026, in the Data Governance category, the mindshare of Collibra Platform is 8.6%, down from 13.8% compared to the previous year. The mindshare of IBM Data Governance is 1.2%, up from 1.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Mindshare Distribution
ProductMindshare (%)
Collibra Platform8.6%
IBM Data Governance1.2%
Other90.2%
Data Governance
 

Q&A Highlights

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

Featured Reviews

reviewer2696502 - PeerSpot reviewer
Data and Analytics Manager at a insurance company with 10,001+ employees
It enables data governance with customizable workflows and effective customer support
There is an issue with Collibra Catalog's pricing model, especially for organizations with many databases, as the initial package comes with a limited number of connectors. This can lead to manual efforts to connect more databases, increasing costs. It would be beneficial if they offered more connectors as part of the initial package.
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

"The workflows allow the creation of custom workflows based on needs."
"Except for data quality, everything is perfect."
"I rate the technical support from Collibra as nine out of ten."
"The solution's most valuable features are its scalability and how it can be integrated to any other intakes."
"We have folks in the field doing our clinical research operations, and they have the opportunity to refer to Collibra when they are examining a particular report."
"My experience with Collibra has been amazing."
"The best features of Collibra Lineage include its ability to map data flows and provide clear visualizations."
"While Collibra is hands-down the best data governance collaboration platform, clients should review the different options to ingest metadata based on the targeted source systems."
"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

"Before you can use this solution, you have to make a lot of changes to how you measure your information in your organization, the data governance and policies, and the organizational structures that use them. Many companies believe that if they purchase the licenses for the tool that they have done the job, but this is far from the case with this tool."
"It would be better if features like the privacy module and AI-based Collibra DQ were included in one package instead of being separate and requiring additional costs. Currently, the basic package covers lineage and documentation, but the extra modules come at an extra cost."
"I have seen many customers moving away from Collibra Lineage after using it for a couple of years because the cost-benefit analysis does not give them a favorable report."
"It should have more integrations with things like CyberArk because its main purpose is GDPR implementation."
"The connectors are not very sophisticated. They can do, for example, Informatica and Tableau, but the connectors themselves could be improved."
"If it can become more user-intuitive and work on integrating with communication platforms like Slack or Teams, it would significantly help business users."
"There is room for improvement in Collibra Lineage as it could incorporate automation features which would allow it to find data lineage across a data stack independently."
"The issue may be the way it's been implemented in my company but, for Collibra to be really useful, what's missing is an easy way to connect to different data sources and different types of data sources and actually ingest and profile some of that data."
"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 would say it's probably in line with what other vendors charge for licensing."
"The product is highly priced compared to other vendors."
"It is substantial, and we do pay yearly."
"Collibra Governance is an expensive solution."
"It's expensive, especially for small companies."
"Collibra offers a per-user licensing model."
"The solution's pricing is moderate and not very expensive."
"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
18%
Computer Software Company
9%
Manufacturing Company
8%
Insurance Company
6%
Financial Services Firm
13%
Comms Service Provider
11%
Retailer
7%
Computer Software Company
7%
 

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: March 2026.
885,286 professionals have used our research since 2012.