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Collibra [Private Offer Only] vs GitLab [Private Offer Only] comparison

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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

Collibra [Private Offer Only]
Ranking in AWS Marketplace
497th
Average Rating
8.0
Number of Reviews
2
Ranking in other categories
No ranking in other categories
GitLab [Private Offer Only]
Ranking in AWS Marketplace
51st
Average Rating
8.6
Number of Reviews
10
Ranking in other categories
No ranking in other categories
 

Featured Reviews

Yuval Rapaport - PeerSpot reviewer
Head of Data Management at a manufacturing company with 10,001+ employees
Data cataloging has improved quality monitoring and automated lineage supports deeper insights
Integration to data sources and reliability and availability are the advantages in Collibra [Private Offer Only] that really stand out for me, and I believe those are probably the two most important points. I am working with the automated data lineage feature in Collibra [Private Offer Only]. The automated data lineage feature helps with traceability in the organization because it makes the catalog live; rather than the catalog being a spreadsheet essentially with definitions, users can not only find the business definition, but then also see which tables and columns actually create this business term. That's very powerful. Regarding intelligent workflow capabilities, I believe it impacts data stewardship tasks within my team by improving and helping in making and creating those definitions. It is essential to us that Collibra [Private Offer Only] integrates with other data systems in our environment, and we are using it, and it's quite effective. The integration aspect of Collibra [Private Offer Only] is important because it provides data integration that delivers lineage into Databricks, Salesforce, and soon also SAP.
Anoop K Jayan - PeerSpot reviewer
Technical Lead at Bharat Sanchar Nigam Limited
AI-driven workflows have transformed our end-to-end development and collaboration processes
The built-in CI/CD integration in GitLab [Private Offer Only] is lacking. We are still depending on other packages. If GitLab [Private Offer Only] had some CI/CD integration internally, it would be beneficial. Because for CI/CD integration now, we are currently doing it with the direct server side. I think it is not that much integrated with the current scenarios of AI, that is AI agent-based or assistant-based coding patterns. Some more improvement is required in GitLab [Private Offer Only] for CI/CD integration along with AI platforms. AI integration is basically what we need, especially on the CI/CD side of GitLab [Private Offer Only]. The code assistant, such as a cloud code assistant, is making things with GitLab [Private Offer Only], but it is conventional. They are pulling the code and sending the thing. I think they can do some more integration, seamless integration with GitLab [Private Offer Only]. AI is consuming GitLab [Private Offer Only] with the older style. If AI were fully pluggable in GitLab [Private Offer Only], it would be beneficial. I think we could get some more time reduction, especially on the testing side and the code testing side.

Quotes from Members

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

Pros

"The biggest advantage of Collibra is that it is quite business-friendly."
"Integration to data sources and reliability and availability are the advantages in Collibra [Private Offer Only] that really stand out for me, and I believe those are probably the two most important points."
"With GitLab [Private Offer Only], I think you can save on time to market because it is a good tool to handle different branch strategies and manage pipelines."
"We have not faced any issues with GitLab [Private Offer Only]. It has been stable throughout our use."
"GitLab [Private Offer Only] acts as a repository management tool where I can store all my codes, especially my source code, and it helps us to create our own pipelines, automate our jobs through CI/CD, configure our own servers, enhance security in our codes, and improve our performance."
"With GitLab [Private Offer Only] CI/CD, I automate code validations, build processes, and deployments, while also having control over which changes promote to different environments to focus more on application development rather than deployment tasks."
"The best advantage of GitLab from my experience is that the community is very big, so you can find everything easily."
"GitLab [Private Offer Only]'s SSL protocol adheres to all security protocols; it's pretty much good according to security and everything, and it's accessible only inside my organization's network."
"We reduced the four to five-month development time to four to five weeks, a maximum of one month, and we are getting that much throughput with the same employee strength."
"The top feature that makes me use GitHub and GitLab [Private Offer Only] is that we can have CI/CD integrated, we can also maintain versions and get pull requests, and these things are also very easy to implement, which is why we use it."
 

Cons

"The search capabilities are terrible in Collibra [Private Offer Only] because you can't do free search."
"If I had to rate support from zero to 10, with 10 being the best, I would give them 6.5."
"There are disadvantages in GitLab [Private Offer Only]; we sometimes find challenges with lengthy CI/CD pipeline processes and the missing integration of AI, which, if implemented, could considerably speed up the deployment process."
"I would appreciate the benefits of the analytics features, but they are not available in our account or subscription plan."
"Unexpected delays happen often, although it has never failed us."
"The built-in CI/CD integration in GitLab [Private Offer Only] is lacking. We are still depending on other packages."
"GitLab [Private Offer Only] is lagging a bit in this regard."
"One area that could be improved in GitLab [Private Offer Only] is the CI/CD pipeline configuration and debugging when multiple environments, conditional rules, and complex dependencies are involved, as the YAML configuration can become difficult to maintain."
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Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
By reviewers
Company SizeCount
Small Business2
Large Enterprise10
 

Questions from the Community

What needs improvement with Collibra [Private Offer Only]?
There are some areas where Collibra [Private Offer Only] could be improved. Earlier, they didn't have this data quality module and the AI part, but now I think I have not recently used that fea...
What is your primary use case for Collibra [Private Offer Only]?
My major use case is basically on glossary and business glossary. Among other features, I see a Data Lineage feature with automated Data Lineage capability. I do not use Data Lineage.
What is your experience regarding pricing and costs for GitLab [Private Offer Only]?
I am not sure about the pricing aspect, setup cost, or licensing part of GitLab [Private Offer Only] right now because I use many tools and do not remember the details for each one. I did purchase ...
What needs improvement with GitLab [Private Offer Only]?
I would like to see improvements in GitLab [Private Offer Only] regarding AI agents. I have been using a platform called Origin from another provider for a couple of days, and the development has i...
What is your primary use case for GitLab [Private Offer Only]?
My use cases for GitLab [Private Offer Only] involve maintaining my Git repos for deployments and maintaining my codebase. Everything a code developer would technically need is available there. The...
 

Comparisons

No data available
No data available
 

Overview

Find out what your peers are saying about Collibra [Private Offer Only] vs. GitLab [Private Offer Only] and other solutions. Updated: October 2026.
921,523 professionals have used our research since 2012.