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AtScale Adaptive Analytics (A3) vs Collibra Governance comparison

 

Comparison Buyer's Guide

Executive Summary

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

AtScale Adaptive Analytics ...
Ranking in Data Governance
36th
Average Rating
5.0
Number of Reviews
1
Ranking in other categories
Data Virtualization (5th), BI (Business Intelligence) Tools (42nd), BI on Hadoop (6th)
Collibra Governance
Ranking in Data Governance
3rd
Average Rating
7.6
Reviews Sentiment
6.8
Number of Reviews
49
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of July 2025, in the Data Governance category, the mindshare of AtScale Adaptive Analytics (A3) is 0.2%, down from 0.3% compared to the previous year. The mindshare of Collibra Governance is 9.0%, down from 12.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Data Governance
 

Featured Reviews

it_user822762 - PeerSpot reviewer
The GUI interface is nice and easy to use, but the organization of the icons is not saved across users
Connecting to a Hadoop database to create a cube to connect to Tableau. We want to be able to easily create cubes which can be connected to Tableau for visualization The product had many issues. We had great collaboration with the product development team, but the product was not able to meet our…
DeepakArora - PeerSpot reviewer
Enhancing data management with user-friendly features but needs better documentation
We are a customer of Collibra. Collibra Governance is applied in our data management workflows by creating all the business functions separately, maintaining the data sources of those KPIs and everything separately on those businesses Collibra Governance provides ease of use. The portal is…

Quotes from Members

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

Pros

"The GUI interface is nice and easy to use."
"I like the lineage feature the most because I don't think there's any other tool that actually depicts the data flow from multiple sources and the connectivities between every data element inside those sources."
"Provides a good view of the data and how it's being utilized, as well as calibration quality."
"The end-to-end solution itself is great. The most valuable is the workload feature that Collibra offers. There is a vast amount of flexibility in terms of how much we can customize. It gives us a lot of options to implement for a lot of purposes."
"The solution has good workflows and is based on AIML."
"Collibra's lineage is a very powerful feature. We have integrated Collibra with Azure and ADLS storage and we create lineage diagrams using the two tools."
"One of the most valuable features of Collibra Governance is its scanning feature, which allows us to onboard multiple applications and their underlying databases."
"I find the rule modification and the replication of the rules in Collibra happens very quickly."
"The most important feature in Collibra Governance is the ability to gather data or a collection of data into one repository. If a client creates a repository at his place, then it will get updated to the cloud automatically."
 

Cons

"The product was not able to meet our 10 second refresh requirements."
"There was an issue with the incremental aggregation not working as indicated."
"The organization of the icons is not saved across users."
"It would be better if there was a way to import all data and metadata in an automatic way in one block form."
"The interface is not very user-friendly and can be difficult to navigate."
"There should be more detailed documentation on the selectors and certain information, and a reduction in cost as compared to other tools."
"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."
"The platform can sometimes be unstable, particularly in terms of speed and reconnection issues."
"Occasionally we get little bugs that occur, however, this is typical."
"There is room for improvement in the Collibra Data Catalog regarding data classification and categorization. It struggles to catalog all categories of data, particularly sensitive data on-prem, which GCP Data Catalog handles better."
"I rate scalability a six out of ten. There is some room for improvement in terms of scalability."
 

Pricing and Cost Advice

Information not available
"There are different levels of licenses. For example, some users can only do read-only licenses, and others have the stewardship license where they can give access to users."
"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."
"Collibra Governance is an expensive solution."
"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."
"Collibra Governance is expensive - I would rate its pricing as one out of five."
"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."
"The product's pricing is high, which its comprehensive features and capabilities may justify."
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Top Industries

By visitors reading reviews
Financial Services Firm
21%
Manufacturing Company
13%
Healthcare Company
10%
Media Company
8%
Financial Services Firm
19%
Computer Software Company
12%
Manufacturing Company
8%
Insurance Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

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What do you like most about Collibra Governance?
We use the solution's Data Stewardship part.
What is your experience regarding pricing and costs for Collibra Governance?
The pricing of Collibra Governance is moderate. It is neither extremely costly nor very cheap, as it depends on the use case and specific requirements.
What needs improvement with Collibra Governance?
There is room for improvement in the Collibra Data Catalog regarding data classification and categorization. It struggles to catalog all categories of data, particularly sensitive data on-prem, whi...
 

Also Known As

AtScale, AtScale Intelligence Platform
Collibra
 

Overview

 

Sample Customers

Rakuten, TD Bank, Aetna, Glaxo-Smith Kline, Biogen, Toyota, Tyson
Ministry of Economy Science and Innovation, Aspen Insurance, Barry Callebaut, Colt
Find out what your peers are saying about Microsoft, Informatica, Collibra and others in Data Governance. Updated: July 2025.
864,053 professionals have used our research since 2012.