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Collibra Platform vs SAP Master Data Governance comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 15, 2026

Review summaries and opinions

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

ROI

Sentiment score
5.2
Collibra Platform boosts efficiency, streamlining data processes, improving governance, and aiding digital transformation with cost and time savings.
Sentiment score
5.4
SAP Master Data Governance boosts ROI by reducing data duplications, enhancing service, and achieving $75,000 annual returns.
When considering the time and effort required to build a catalog and utilize it effectively, combined with the prices, it often does not make financial sense.
Senior Consultant at Infosys
A lot of time gets saved in data search, data discovery, and data analysis, which translates into a good return on investment.
Data Governance And Quality Consultant at a consultancy with 1,001-5,000 employees
Implementing Collibra Data Catalog can be cost-effective if its features align well with the business requirements.
Enterprise Cloud and AI Security Architect at a security firm with 10,001+ employees
 

Customer Service

Sentiment score
6.4
Collibra Platform's support is praised for responsiveness and knowledge, though service quality varies by licensing tier and issue complexity.
Sentiment score
6.0
SAP Master Data Governance's customer service is helpful but slow and non-specific, with satisfaction varying among users.
There were weekly sessions with them that covered the loads and highlighted when it exceeded a threshold.
Technical Manager at a recruiting/HR firm with 11-50 employees
They provide quick and high-quality responses.
Master Data Manager at a recruiting/HR firm with 51-200 employees
When using the Collibra Resident Architect program, the customer service was excellent, with issues quickly resolved.
Data and Analytics Manager at a insurance company with 10,001+ employees
 

Scalability Issues

Sentiment score
7.3
Collibra Platform excels in scalability for large enterprises, requiring customization and proper strategy for optimal cloud-based performance.
Sentiment score
7.1
SAP Master Data Governance scales well for various organizations, though mid-sized businesses face configuration and cost challenges.
We were a big bank and had thousands of assets without any issues.
Data and Analytics Manager at a insurance company with 10,001+ employees
It can handle growth in users, assets, metadata, and integrations, but it requires good governance and administration.
Master Data Manager at a recruiting/HR firm with 51-200 employees
Collibra Platform is heavily scalable with a completely robust architecture.
Data Governance And Quality Consultant at a consultancy with 1,001-5,000 employees
Regarding scalability when a company is growing, you can scale SAP Master Data Governance.
Governance / Data Governance Initiative Advisory And Strategy Leadership at a consultancy with 1-10 employees
 

Stability Issues

Sentiment score
7.9
Collibra Platform is stable and reliable, scoring 7-9/10, despite occasional glitches with complex data sizes and upgrades.
Sentiment score
7.7
SAP Master Data Governance is stable, scoring 8-9/10, with manageable challenges improving since launch, aligning with SAP standards.
The performance and reliability of Collibra Platform is excellent since we use the SaaS cloud offering.
Master Data Manager at a recruiting/HR firm with 51-200 employees
It does not lag, and it can handle large volumes of data in less time.
Data Governance And Quality Consultant at a consultancy with 1,001-5,000 employees
Collibra Platform is stable.
Technical Manager at a recruiting/HR firm with 11-50 employees
It has been sold to hundreds of thousands of clients worldwide since its launch in 2006 or 2007.
Governance / Data Governance Initiative Advisory And Strategy Leadership at a consultancy with 1-10 employees
 

Room For Improvement

Collibra Platform faces criticism for its complex interface, high pricing, integration issues, and lacking documentation and support.
SAP Master Data Governance needs improved usability, data integration, AI enhancements, and support for seamless cross-platform collaboration.
Users often find it challenging to utilize data governance tools, with ease of use ranked as an important criterion by 2028 standards.
Analytics Head of Data Management at King Abdullah University of Science and Technology
Leveraging AI could simplify the process by automatically listing assets for movement, requiring only a couple of clicks, providing a win for administration purposes.
Senior IT Consultant at a tech services company with 201-500 employees
Collibra Platform could be improved, particularly the AI platform, which at the end of the day needs to be very tailored and very specific to my cases.
Data Consultant at a comms service provider with 501-1,000 employees
It is not a one-time deployment; it requires ongoing investment in user and product knowledge, and you need to weigh the pros and cons of any IT solution.
Governance / Data Governance Initiative Advisory And Strategy Leadership at a consultancy with 1-10 employees
Regarding SAP Master Data Governance, there is significant room for improvement particularly concerning the replication types.
Lead at LTI - Larsen & Toubro Infotech
 

Setup Cost

Collibra Platform is costly but valued for capabilities, offering flexible licenses with varied pricing for different organization sizes.
SAP Master Data Governance is often seen as costly, but justified by its value; cloud solutions offer cost-efficiency.
Collibra has high initial costs for licensing that can be a barrier to small and medium-sized companies starting with it.
Company Owner, Data Consultant at Telenet BVBA
There are plans to increase license rates.
Analytics Head of Data Management at King Abdullah University of Science and Technology
Adding modules like Privacy could become expensive.
Data and Analytics Manager at a insurance company with 10,001+ employees
 

Valuable Features

Collibra Platform offers comprehensive data governance, integrating workflows, cataloging, and AI, enhancing data quality, compliance, and discoverability.
SAP Master Data Governance offers user-friendly features and robust integration for efficient data management, consolidation, and governance.
My experience with Collibra's collaboration tools in improving data literacy has been quite good. I think it is one of the best for helping people understand and discuss certain data sets and manage workflows.
Consulting Principal & Founder at Digital Data Consultancy
We have saved up to 30% of manual work as a specific process or workflow became faster.
Data scientist at a wholesaler/distributor with 1-10 employees
Another important feature is the data lineage, which helps in impact assessment before making any changes, showing where a particular field is being used in a report, data quality report, or normal report.
Senior IT Consultant at a tech services company with 201-500 employees
It is important that when you begin this journey of deploying the product, that you do not approach it from a technical standpoint but involve business design from the very beginning.
Governance / Data Governance Initiative Advisory And Strategy Leadership at a consultancy with 1-10 employees
 

Categories and Ranking

Collibra Platform
Ranking in Data Governance
2nd
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
84
Ranking in other categories
Metadata Management (1st), AI Governance (1st)
SAP Master Data Governance
Ranking in Data Governance
17th
Average Rating
7.8
Reviews Sentiment
6.6
Number of Reviews
32
Ranking in other categories
Master Data Management (MDM) Software (2nd)
 

Mindshare comparison

As of May 2026, in the Data Governance category, the mindshare of Collibra Platform is 7.6%, down from 13.0% compared to the previous year. The mindshare of SAP Master Data Governance is 1.7%, down from 1.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Mindshare Distribution
ProductMindshare (%)
Collibra Platform7.6%
SAP Master Data Governance1.7%
Other90.7%
Data Governance
 

Featured Reviews

SC
Data Governance And Quality Consultant at a consultancy with 1,001-5,000 employees
Unified data governance has reduced manual effort and accelerates trusted AI model oversight
Improvement with respect to adding more connectors is one thing I feel which needs to be looked at. Right now, Collibra Platform provides many connectors and native connections, out-of-the-box connectors, but the technology landscape is overgrowing, and several new enterprise tools are coming in the market. The number of connectors can be increased. Secondly, to use Collibra Platform APIs, you need to always have a JSON Web Token or admin access, so that process can be improvised. Third, Collibra Platform can try and test how to make the work faster with more and more agents. Capturing the lineage becomes a little cumbersome in Collibra Platform when the technology landscape is a combination of multiple tools, so that is one thing which can be simplified. I have already added the integration with other tools, so that is one area which needs to be improvised and there is scope for improvement. Another thing is bringing in more agents to agentify things and making work faster.
reviewer2402049 - PeerSpot reviewer
Governance / Data Governance Initiative Advisory And Strategy Leadership at a consultancy with 1-10 employees
Centralized master data has improved quality and now supports consistent global governance
Regarding what SAP can do better in SAP Master Data Governance, they have an entire roadmap of constant improvements since they deployed the product, always adding new business functionality and add-ons. Each company may have different feedback, wishing for certain features. The essence of SAP Master Data Governance is to provide structure, and from my standpoint, it offers a pretty good structure. There will always be areas for improvement; for example, when I deployed it a few years ago, their approach to internal orders for finance was still new, and they were figuring out how it would work based on organizational requirements. The financial data objects are straightforward, but financial statements are a bit more challenging. It is not a one-time deployment; it requires ongoing investment in user and product knowledge, and you need to weigh the pros and cons of any IT solution. I often advise clients to walk before they run because establishing hierarchies requires having a designed structure before implementation, though you can add that later. For additional functions in SAP Master Data Governance, it is interesting because on my project, we are already using AI technology for data cleansing before records are entered into SAP Master Data Governance. It would be beneficial to have the Dun & Bradstreet add-on within SAP Master Data Governance. However, one must remember that for AI to work effectively, it requires good data. Without that, AI does not make a difference. SAP Master Data Governance will always require a human perspective, especially to identify duplicate records. While SAP Master Data Governance provides technical capabilities for identifying potential duplicates based on searches, it requires human oversight due to the complexity of analyzing data fields. I believe integrating AI into the product could work, particularly after a solid data migration, which ensures that the records are reliable before utilizing AI for analytics.
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Top Industries

By visitors reading reviews
Financial Services Firm
17%
Computer Software Company
9%
Manufacturing Company
8%
Insurance Company
6%
Manufacturing Company
13%
Financial Services Firm
8%
Healthcare Company
8%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise14
Large Enterprise60
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise5
Large Enterprise24
 

Questions from the Community

What needs improvement with Collibra Data Intelligence Platform?
Improvement with respect to adding more connectors is one thing I feel which needs to be looked at. Right now, Collibra Platform provides many connectors and native connections, out-of-the-box conn...
What is your primary use case for Collibra Data Intelligence Platform?
In my current field, I have been there for nearly five or six years, mostly related to data governance, data quality, master data management, and all the associated things. I have been using Collib...
What advice do you have for others considering Collibra Data Intelligence Platform?
Collibra Platform is a very good business metadata management tool, and if you want a unified portal wherein you can place everything at one place and look at every data in a one-stop shop, just as...
What is your experience regarding pricing and costs for SAP Master Data Governance?
The challenge with SAP MDG is not only the cost but the resources. The skills required are niche in the market, and while you can purchase the product either one time or on a subscription basis, th...
What needs improvement with SAP Master Data Governance?
Regarding what SAP can do better in SAP Master Data Governance, they have an entire roadmap of constant improvements since they deployed the product, always adding new business functionality and ad...
What is your primary use case for SAP Master Data Governance?
I am currently working with data governance and then advisory and expert for SAP Master Data Governance.
 

Also Known As

Data Intelligence Platform, Collibra AI Governance, Collibra Catalog, Collibra Governance, Collibra Lineage, Collibra Privacy & Risk
SAP MDG, SAP Data Governance
 

Overview

 

Sample Customers

AXA XL, DNB, Adobe, PMI, Holland America Line, UC Davis Health, Cox Automotive
Convergent IS, CHIO Aachen, Dell, Hamburg Port Authority (HPA), City of Boston, Mozzart, Mitsui Knowledge Industry (MKI), AOK Bundesverband, eBay
Find out what your peers are saying about Collibra Platform vs. SAP Master Data Governance and other solutions. Updated: May 2026.
896,387 professionals have used our research since 2012.