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Collibra Platform vs data.world Enterprise comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jun 3, 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 Metadata Management
1st
Average Rating
8.0
Reviews Sentiment
6.2
Number of Reviews
90
Ranking in other categories
Data Governance (1st), AI Governance (1st)
data.world Enterprise
Ranking in Metadata Management
9th
Average Rating
7.6
Reviews Sentiment
2.2
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the Metadata Management category, the mindshare of Collibra Platform is 17.1%, down from 20.1% compared to the previous year. The mindshare of data.world Enterprise is 2.2%, up from 2.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Metadata Management Mindshare Distribution
ProductMindshare (%)
Collibra Platform17.1%
data.world Enterprise2.2%
Other80.7%
Metadata Management
 

Featured Reviews

AK
Senior Consultant at Morgan Stanley
Data governance has transformed business glossaries and now drives AI-ready insights
I think it's a great platform. Searching can be made a little better. The data marketplace which it provides is also great, but sometimes when we are searching an element and we know we are not sure if we can find it or if we have missed it. Listing data domains in one place for quick visibility will be an add-on. I am not a hardcore coder. For a coder to create workflows and automate the process, I needed to learn Groovy script and create some workflows. In the automation part, I think it can also introduce a low-code, no-code platform where we can connect different connectors and we can quickly create some automated workflows, if at basic level only, because the next big thing is automation and AI. Low-code, no-code platforms are being used by everyone. I think that will be useful. When I look for a data domain, I'm not able to find it very quickly. For a business owner to know data domains and search data domains, it could be made a little easier. Also, the automation part needs improvement. We are only able to enter the data manually or connect to a data source, but now we want to create some workflows as well. That's why I've chosen a rating of eight. Otherwise, it's really great.
JohnBosco Obi - PeerSpot reviewer
Data Analyst at Africa Initiative
Data discovery has transformed analyst autonomy and now needs better bulk editing and UI control
The first improvement I would like for data.world Enterprise is an improvement in communication with users. Most times, new versions roll out without prior information to users, and even though frequent updates respond to issues, they often introduce new bugs. It would be beneficial to send out notifications to users whenever an update is coming, either via email or in-app, so that they can prepare and expect changes. I also find that some areas of the product interface are overly complex, and interface customization needs improvement for users to choose where buttons should be and the layout they prefer. Another improvement needed is the absence of a bulk edit feature in the platform itself. For example, when searching for data and needing to do some edits, you cannot do bulk edits within data.world Enterprise. Instead, you have to export and make your changes in a Python or SQL environment, or use Excel to validate and edit before importing the dataset back for analysis. If data.world Enterprise could incorporate a data-wrangling tool on its service, allowing changes to be made directly, that would be a great improvement.

Quotes from Members

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

Pros

"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. When they have a question about how something in that report is derived, they can pull a metric that is defined fully in Collibra. They have the opportunity to drill back into Collibra to see that."
"The product's most valuable features are cataloging and classification."
"Basically, it's helped our organization in a myriad of ways."
"Collibra Platform provides a great user experience for the first time someone is entering Collibra Platform, as they have a few things that are already packaged for you, so you don't have to start from scratch."
"It shows how the data was transformed on the way and how the solutions were derived, and any stakeholder in the company can see a very detailed visualization of the path of the data from the row to the report or the dataset to which machine learning was applied, for example."
"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."
"This solution basically reduced the search time, as users no longer had to go to IT to open a ticket or to go to an external supplier to recreate some already captured information."
"Essentially, it has provided us with more trust and transparency — this is the real benefit that we've got out of Collibra."
"Previously, it would take up to three weeks to onboard a new analyst, but now within five working days, we can complete the onboarding process."
"Sharing and collaboration have significantly impacted our workflow, as we decided to document each product on data.world Enterprise, providing easy access to everyone, eliminating the need to switch platforms for saving documentation, making it easier for users to access rather than using specific Word files and sharing them on SharePoint."
 

Cons

"The company strategy is also, honestly, infantile compared to a lot of companies."
"Connectivity with different applications could be improved."
"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."
"The solution's search functionality can be improved"
"The Collibra interface is not very user-friendly because it has a lot of features that business users find difficult to navigate."
"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."
"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."
"Since we do have a lot of older legacy systems, things that aren't greenfield, if you will, it adds a lot more overhead than what we were originally led to believe when we originally purchased the product."
"Most times, new versions roll out without prior information to users, and even though frequent updates respond to issues, they often introduce new bugs."
"There should be improvements in ease of use."
 

Pricing and Cost Advice

"I rate the pricing a three on a scale of one to ten, where one is expensive, and ten is cheap."
"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 think they can bring a few more features and align better with other quality products."
"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."
"It's expensive, especially for small companies."
"Collibra Governance is an expensive solution."
"There are different licenses available for Collibra Lineage based on what kind of access you want. If you want, for example, a read-only license they have different ones to pick from."
"Collibra Catalog is fairly priced - I would rate their pricing seven out of ten."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
13%
Outsourcing Company
9%
Computer Software Company
8%
Manufacturing Company
8%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise14
Large Enterprise65
No data available
 

Questions from the Community

What needs improvement with Collibra Data Intelligence Platform?
I have already had discussions with the Collibra Platform team regarding improvements. Having a more intuitive search and better natural language search queries would help business users more. Ther...
What is your primary use case for Collibra Data Intelligence Platform?
I utilize Collibra Platform for data catalog, data marketplace, and data governance-related activities. I have multiple data sources, and I perform extraction of data from those specific data sourc...
What advice do you have for others considering Collibra Data Intelligence Platform?
Collibra Platform is a good choice when selecting a data governance or data cataloging solution. I would recommend starting with a clear business use case and then cataloging everything at once, wh...
What needs improvement with data.world Enterprise?
There should be improvements in ease of use. When I first used data.world Enterprise, I had an issue with setting visibility while creating a page, leading to the entire organization being notified...
What is your primary use case for data.world Enterprise?
data.world Enterprise is used for documentation related to AI products created for our client named Prologis, where we document everything, such as chatbots and RAG chatbots, and share that documen...
What advice do you have for others considering data.world Enterprise?
data.world Enterprise is deployed using Amazon Web Services, allowing access directly by typing the URL and logging in through our SSO. My advice for others looking into using data.world Enterprise...
 

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
AP, Square Panda, Aceable
Find out what your peers are saying about Collibra Platform vs. data.world Enterprise and other solutions. Updated: October 2026.
920,769 professionals have used our research since 2012.