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Collibra Platform vs Cyera 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)
Cyera
Ranking in Data Governance
20th
Average Rating
8.6
Reviews Sentiment
7.7
Number of Reviews
4
Ranking in other categories
Data Loss Prevention (DLP) (9th), Data Security Posture Management (DSPM) (9th), AI Data Analysis (12th), AI Security (7th)
 

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 Cyera is 3.4%, down from 3.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance Mindshare Distribution
ProductMindshare (%)
Collibra Platform7.6%
Cyera3.4%
Other89.0%
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.
reviewer2795301 - PeerSpot reviewer
Vice President, Compliance at a manufacturing company with 1-10 employees
Data discovery has accelerated and now drives faster classification and compliance mapping
The best features Cyera offers include agentless discovery and sampling as well as AI ML-based classifications. I find myself relying on the sampling the most, which makes everything really fast, but also the auto-classification and ML-based functionalities. The main thing that stands out to me and my team about the features is the speed of integration and how fast it does the discovery on the data. Once it discovers the data, it also maps it back to a ton of compliance frameworks and best practices that I can use to operationalize. Cyera has positively impacted my organization by allowing me to identify the highest risk areas but also provide better classification of data, which then leads to better data pillar maturity. Cyera has accomplished all three outcomes: saving time, reducing risk, and improving compliance scores, as the speed at which it discovers data was significantly faster.

Quotes from Members

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

Pros

"Implementing Collibra Governance is definitely something that all organizations having data need, especially for large enterprises where data is distributed across multiple data stacks, bringing rigor for both data management and data engineering."
"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."
"This solution is user friendly and offers multiple functionalities. It operates like a kind of a repository that allows you to find anything about a particular data set or field."
"The integration with other Collibra Lineage products is valuable in our data governance initiatives."
"The diagram showing the limits is absolutely magnificent."
"The main benefits that Collibra Lineage provides include measurable advantages."
"I would say customization is the most valuable, the workflow is very good and has been embedded, and it also has a great user interface."
"We achieved 30% of time saved, and the platform is easy to use."
"I like how they model the data. They find data in different places that we didn't know, and they can give us a good idea if it's sensitive or not. They understand whether or not something is in the right region because, with the cloud posture management tool, we could see certain things in the infrastructure, but the way they dig into the data is what we like."
"The data discovery, data classification, and CSPM features are most valuable."
"Cyera has positively impacted my organization by allowing me to identify the highest risk areas but also provide better classification of data, which then leads to better data pillar maturity."
"Cyera has an inbuilt set of policies implemented towards data security, especially cohering with Data Security Posture Management (DSPM)."
 

Cons

"Collibra is not very user-friendly in terms of lineage generation. The lineage generation process is quite tough, and it takes lots of time to understand it. Business staff are also struggling to generate lineages and to understand them. So, it is not very user-friendly."
"There are a lot of gaps in Collibra's support and documentation."
"The platform can sometimes be unstable, particularly in terms of speed and reconnection issues."
"Scalability also needs improvement in the solution."
"Collibra Platform could be improved as it is somewhat too flexible, allowing for so much customization that it becomes very complex without sufficient controls in place."
"The solution's metadata management is pretty novice and could be improved."
"There's a lot of things available in their Data Intelligence Cloud that are not available on-premise."
"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."
"There is room for improvement in making Cyera more user-friendly. Some parts were difficult to navigate, especially for those new to the IT industry."
"The licensing initially was tricky because it is based on storage as well as user count."
"They need to add a few things in the UI from an enterprise perspective. It's more along the lines of being able to self-service, have integrations, build alerts, and things like that. Outside of that, they work with us on the API and getting alerts into our SIEM and things like that. There's always a way to do something, and they're always available, which is nice."
"As a startup company, there is a long way for them to go in terms of scalability."
 

Pricing and Cost Advice

"Collibra provides you with a license based on the subscription model that you purchase."
"The product is highly priced compared to other vendors."
"Collibra Governance is expensive - I would rate its pricing as one out of five."
"Collibra is a bit expensive."
"I think it is on a yearly basis, but I'm not involved with the pricing session, so I have no idea. There are several licenses for different models. You get one license per product, but a lot of features are controlled separately through different licenses. So, as and when you want to use a feature, you have to procure the license for that feature."
"Collibra Catalog is fairly priced - I would rate their pricing seven out of ten."
"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 Governance is an expensive solution."
"I don't know how much exactly it costs, but I know that it's a yearly thing. It's something that will cost money for any company because they're storing all this information. They're doing all this machine learning, and there are a lot of services on their backend that they got to pay for. I'm sure it gets translated back to the customers unless you have everything completely on-prem. If you're not doing much in the cloud, then I could see how it'd be cheaper, but if you have anything that's cloud-hosted and does all the work for you, there's going to be a cost associated with it."
"Compared to the competitors, they are very reasonable."
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Top Industries

By visitors reading reviews
Financial Services Firm
18%
Computer Software Company
8%
Manufacturing Company
8%
Insurance Company
6%
Financial Services Firm
16%
Manufacturing Company
10%
Computer Software Company
8%
Healthcare Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business23
Midsize Enterprise12
Large Enterprise57
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 is your experience regarding pricing and costs for Cyera ?
My experience with pricing, setup cost, and licensing for Cyera was that the licensing initially was tricky because it is based on storage as well as user count. I use Cyera to actually identify ho...
What needs improvement with Cyera ?
I think the area for improvement in Cyera is probably around integration, particularly with other platforms and third-party tools. For example, I see some integration areas with leading DLP solutio...
What is your primary use case for Cyera ?
My main use case for Cyera includes data visibility, data tagging, data classification, AI assessments, and policy governance, risk, and compliance policy. For data classification, I import structu...
 

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
Cyera's customers include the Chicago Board of Options Exchange (Cboe), Granicus, Takeda, LifeLabs, United Talent Agency, ACV Auctions, and Armis
Find out what your peers are saying about Collibra Platform vs. Cyera and other solutions. Updated: April 2026.
893,221 professionals have used our research since 2012.