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Collibra Platform vs Unifi 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
1st
Average Rating
7.8
Reviews Sentiment
6.2
Number of Reviews
90
Ranking in other categories
Metadata Management (1st), AI Governance (1st)
Unifi
Ranking in Data Governance
40th
Average Rating
8.0
Reviews Sentiment
6.3
Number of Reviews
2
Ranking in other categories
Data Integration (60th), Data Preparation Tools (8th)
 

Mindshare comparison

As of July 2026, in the Data Governance category, the mindshare of Collibra Platform is 8.4%, down from 12.4% compared to the previous year. The mindshare of Unifi is 1.0%, up from 0.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Mindshare Distribution
ProductMindshare (%)
Collibra Platform8.4%
Unifi1.0%
Other90.6%
Data Governance
 

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.
Doug Isabelle - PeerSpot reviewer
Owner at Doc-IT
Good management and pricing but not great for enterprise environments
In a high-density location, we're running into connectivity drops. There may be too many rouge devices broadcasting, and the devices is getting interference from another channel. The only to fix this is to reboot and we need something that reboots on the fly. We also need better security for VLANs and VPNs. There are issues with certain Apple devices. Technical support is not very helpful. The initial setup, which seemed straightforward at first, had to be redone. This may not have been the fault of the product. We're not sure what went wrong.

Quotes from Members

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

Pros

"Collibra Platform has impacted my organization positively; the main benefit is that we now have our best catalog organizer, and since we moved from one type of database that was mostly relational, we are now able to see other types of structures, and we can actually use spreadsheets, tables, and other types of information that could be generated from them."
"Collibra Governance reduces the time-consuming aspects of the process; you'll need only one-fifth of the team as it'll depend on two to three people, and that's really important to businesses."
"The data quality module has improved significantly, and the data lineage feature is beneficial for understanding where data is coming from and identifying data duplications."
"The customization and the dashboards are pretty good."
"We're saving a ton of time, eliminating any data systems that might have been used previously, and eliminating any last-minute scramble or days of back and forth questioning from stakeholders to other analysts by creating a central repository for terms in their metadata and providing a platform for further changes and approvals."
"Collibra Platform has had a positive impact on structure, transparency, and alignment around data in my organization."
"Collibra is evolving their connectivity towards all programs across the IT landscape, with good workflows, nine dimensions of data quality, and many features, and it is based on Artificial Intelligence and Machine Learning so that even if you don't know SQL, you can operate Collibra Data Quality."
"Provides a good view of the data and how it's being utilized, as well as calibration quality."
"It's easy to manage and supports the user, our guests, and our customers if they have a problem."
"The controller makes it easy to control everything from one platform. The management is easy."
 

Cons

"Where it isn't great is on older technologies that you'll typically find in finance or insurance industries, such as older types of data with VSAM or ISAM, or those types of older technologies. It just doesn't connect with them very easily."
"I would say the DBA, the system we've learned, the product is still quite immature."
"The connectors for metadata ingestion need to be improved."
"Collibra Platform can be improved in simpler relationship management because some people feel Collibra Platform is complex for non-business users."
"If someone changes the metadata, we can't see who changed it."
"Occasionally we get little bugs that occur, however, this is typical."
"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'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."
"It's stable, but it depends on the office and location."
"There are issues with certain Apple devices."
 

Pricing and Cost Advice

"The solution's pricing is moderate and not very expensive."
"Collibra provides you with a license based on the subscription model that you purchase."
"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."
"I would say it's probably in line with what other vendors charge for licensing."
"We purchase its annual license. There is an extra cost for additional users."
"Collibra Catalog is fairly priced - I would rate their pricing seven out of ten."
"Collibra Governance is an expensive solution."
"I think they can bring a few more features and align better with other quality products."
"There is no license. The solution is free."
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Top Industries

By visitors reading reviews
Financial Services Firm
16%
Computer Software Company
10%
Manufacturing Company
8%
Outsourcing Company
5%
Construction Company
19%
Financial Services Firm
11%
Outsourcing Company
9%
Retailer
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business24
Midsize Enterprise14
Large Enterprise63
No data available
 

Questions from the Community

What needs improvement with Collibra Data Intelligence Platform?
The UI of Collibra Platform can be improved, as can some APIs such as the import API. Improving the UI and documentation would bring it closer to a perfect score for me, making it more accessible.
What is your primary use case for Collibra Data Intelligence Platform?
Collibra Platform is used for data governance, bridging business and technical data. I used Collibra Platform to import metadata from GCP projects by utilizing Collibra import APIs. Importing metad...
What advice do you have for others considering Collibra Data Intelligence Platform?
I would advise others looking into using Collibra Platform to get some training and develop a culture around data governance. I have no idea about Collibra Platform's AI capabilities regarding gove...
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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
Big Incites, Cloudera, Flywheel Data, Hortonworks, MapR, Platfora, Qlik, Tableau Software, zData Inc.
Find out what your peers are saying about Collibra Platform vs. Unifi and other solutions. Updated: June 2026.
902,894 professionals have used our research since 2012.