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Collibra Platform vs Segment 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
77
Ranking in other categories
Metadata Management (1st), AI Governance (1st)
Segment
Ranking in Data Governance
29th
Average Rating
8.2
Reviews Sentiment
5.7
Number of Reviews
7
Ranking in other categories
Web Analytics (5th), Customer Data Platforms (CDP) (1st)
 

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 Segment is 0.6%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Mindshare Distribution
ProductMindshare (%)
Collibra Platform7.6%
Segment0.6%
Other91.8%
Data Governance
 

Featured Reviews

MM
Senior Consultant at Infosys
User features offer accessibility but documentation and technical support require enhancement
The configuration issues I face include troubleshooting that is not very helpful. I keep struggling with that and usually have to go to the Citizen data platform and the marketplace to get the answers I am looking for. The controlled logs and documentation need improvement, particularly regarding how to access class features that they do not control, and documentation in terms of customization and UI customization. Dashboarding needs significant improvement as the widgets are not very clear or usable, and there is not much documentation around it. To make Collibra Lineage better, additional features should be added to help technical users. They have improved significantly in terms of university courses in the last five years, but aspects such as AI governance and data notebook are not being promoted adequately. Data notebook is a very good feature, but there is a mismatch in the courses' speed and how quickly they are giving people the ability to learn about it.
reviewer2808258 - PeerSpot reviewer
Web and marketing automation specialist at a logistics company with 5,001-10,000 employees
Centralized customer data has powered predictive audiences and proactive marketing campaigns
The best features Segment offers are the audience building features. We've also launched predictive audiences, which is so far really promising for us and marketing has a lot of ideas for activating these types of audiences. We're going from using historical data to using current data to get more predictive with how we're activating. In my experience, the audience building tools compared to other solutions I've seen or used are really sophisticated. I've used other CRMs in the past for this, and I would say the type of data you're not getting as much of is what you do when you're activating or creating the audiences within the CDP. I think predictive audiences require a 360 view of the customer in order to create these types of AI audiences because they use a lot of different data points. How it's helping the team is by giving us more ways to reach our customers and being more proactive in the type of campaigns that marketing can launch. They have a lot of good ideas and some good things in the pipeline.

Quotes from Members

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

Pros

"Collibra Governance helps us set the business rules and define critical data elements."
"The solution has good workflows and is based on AIML."
"Collibra Platform has positively impacted my organization in all the ways I mentioned, as the benefits and user adoption for different data stewards and data custodians were easier because it has a very nice GUI."
"We use the solution's Data Stewardship part."
"The data lineage piece is very useful for us."
"It helps us build a powerful workflow mechanism where there can be any stewardship, including issue management governing assets using policies, regulations, or business rules."
"Using Collibra Governance means that we know the end to the life cycle of data across the team, which provides our data science and analytics team with sample data they can use to make decisions on what to do next."
"The most important feature is the ease of use."
"Segment's scalability is amazing, and it's fully capable of handling all of the different use cases that we have in our company and we have a very complicated company."
"Customer support is fantastic."
"Inserting some very simple code snippets has made this part of it a breeze for our developer so he can concentrate on the hard stuff."
"I like the straightforward way of connecting with various data sources and destinations. That's the most valuable feature. It has built-in integrations for a lot of them, so the overall effort required for integrations is relatively low."
"Segment has positively impacted my organization by reducing implementation time to one-third of what it previously took."
"Segment has improved our data quality and our ease of collection, and most importantly, it has saved us time by not having to maintain a custom tool for server-side tracking."
"With Segment, we were able to clean the data and also break the data into different classes to reach specific targets with a specific message, and the outcome was very superb."
 

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."
"Collibra Platform can be improved by adopting customized AI tools, similar to what other platforms like Databricks and Unity Catalog offer."
"I would say the DBA, the system we've learned, the product is still quite immature."
"Many other tools like Collibra Governance give you the option to actually see the data in the tool, which is not an option in Collibra."
"The company strategy is also, honestly, infantile compared to a lot of companies."
"The domain-based approach could be more helpful for aspects such as customer 360 and product 360."
"There's a lot of things available in their Data Intelligence Cloud that are not available on-premise."
"There are certain processes that involve a lot of manual work, specifically when searching for attributes assignment. It would be better if we could do this via APIs."
"Segment could be improved by allowing community-based integrations, particularly for integrations available only via webhook that are not natively available, such as those from attribution platforms."
"I chose a rating of eight out of ten because these video tutorials would really illustrate how to use the tool to its full potential, and perhaps some more hands-on support from the Segment team would push it to a ten."
"The challenge is the lack of flexibility in the SDKs, given the capabilities of the destinations."
"The design of the website is such that you lose context when clicking around (e.g. when clicking on docs)."
"The only challenge was the session functionality."
 

Pricing and Cost Advice

"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."
"Collibra offers a per-user licensing model."
"Collibra provides you with a license based on the subscription model that you purchase."
"I think they can bring a few more features and align better with other quality products."
"The product's pricing is high, which its comprehensive features and capabilities may justify."
"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."
"The pricing was on the higher side but it wasn't excessively high."
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Computer Software Company
8%
Manufacturing Company
8%
Insurance Company
6%
Computer Software Company
9%
Financial Services Firm
8%
Comms Service Provider
7%
Outsourcing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise12
Large Enterprise57
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise3
 

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 is your experience regarding pricing and costs for Segment?
I wasn't involved in the negotiation about pricing, setup cost, and licensing, but in the new negotiation that we have coming up, I know that we're very happy with the pricing so far.
What needs improvement with Segment?
The first comment I am going to make is with regard to the user interface of Segment, which is very easy to use. This is a kudos to the design team behind that. One of the major features that helps...
What is your primary use case for Segment?
I mostly use Segment for our marketing plan to clarify our target audience. We were trying to run a program to reach out to a large number of audiences, and we had to use Segment to break down and ...
 

Also Known As

Data Intelligence Platform, Collibra AI Governance, Collibra Catalog, Collibra Governance, Collibra Lineage, Collibra Privacy & Risk
Segment.io
 

Overview

 

Sample Customers

AXA XL, DNB, Adobe, PMI, Holland America Line, UC Davis Health, Cox Automotive
Nokia, rdio, Bonobos, LiveNation, Atlassian
Find out what your peers are saying about Collibra Platform vs. Segment and other solutions. Updated: April 2026.
893,221 professionals have used our research since 2012.