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GitLab vs JFrog Pipeline 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

GitLab
Ranking in Build Automation
1st
Average Rating
8.6
Reviews Sentiment
7.1
Number of Reviews
84
Ranking in other categories
Application Security Tools (9th), Release Automation (2nd), Static Application Security Testing (SAST) (7th), Rapid Application Development Software (11th), Software Composition Analysis (SCA) (5th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (3rd)
JFrog Pipeline
Ranking in Build Automation
24th
Average Rating
8.0
Number of Reviews
1
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of May 2025, in the Build Automation category, the mindshare of GitLab is 15.9%, down from 18.3% compared to the previous year. The mindshare of JFrog Pipeline is 1.3%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Build Automation
 

Featured Reviews

Rohit Kesharwani - PeerSpot reviewer
Improved agility and time to market with CI/CD enhancements
The CI/CD pipelines in GitLab ( /products/gitlab-reviews ) are highly valuable. Another important feature is the single source of repository, allowing efficient repository management and source code management. GitLab provides manageability by allowing us to manage source code effectively through separate repositories. Additionally, GitLab enables the creation of individual CI/CD pipelines for each repository, making software more agile. By integrating GitLab as a DevOps platform, we have enhanced agility, improved our time to market, and different teams can work collaboratively on various projects.
Steve Buttler - PeerSpot reviewer
Testing against multiple run times, versions, and environments is a plus point
We are using Shippable to automate our CI/CD, so we (and our developers) can focus on our core business.  Shippable has tremendously increased our product and features delivery by at least three times. The platform has some amazing features and the integration option makes it very simple to plug…

Quotes from Members

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

Pros

"Key features allow creation of well-presented Wiki that includes ideas, development, and domains."
"I like that it's easy to deploy our services over GitLab. The customer support is also good with a really active community. You have a lot of support that you can get online with your stack. That is probably one of the benefits of using GitLab. It's also really fast."
"We like that we can have an all-encompassing product and don't have to implement different solutions."
"GitLab offers a good interface for doing code reviews between two colleagues."
"Continuous integration with deployment is very powerful, which is a significant reason for migrating from TFS to GitLab."
"GitLab is scalable and works well with multiple environments."
"Everything is easy to configure and easy to work with."
"The most valuable feature of GitLab is its convenience. I am able to trace back most of my changes up to a far distance in time and it helps me to analyze and see the older version of the code."
"The platform has some amazing features and the integration option makes it very simple to plug with any of our favorite tools."
"Testing against multiple run times, versions, and environments is a plus point with the additional pipelines making it more interesting to see what is happening across your development process in a single pane of glass."
 

Cons

"The integration could be slightly better."
"For as long as I have used GitLab, I haven't encountered any major limitations. However, I think that perhaps the search functionality could be better."
"GitLab should work on improving their user interface for GitOps as it is lagging behind."
"GitLab could improve the patch repository. It does not have support for Conan patch version regions. Additionally, better support for Kubernetes deployment is needed as part of the package."
"I've noticed an area for improvement in GitLab, particularly needing to go through many steps to push the code to the repository. Resolving that issue would make the product better. My team quickly fixed it by writing a small script, then double-clicking or enabling the script to take care of the issue. However, that quick fix was from my team and not the GitLab team, so in the next release, if an automatic deployment feature would be available in GitLab, then that would be good because, in Visual Studio, you can do that with just one click of a button."
"I would like configuration of a YML file to be done via UI rather than a code file."
"I would like to see AI support in GitLab."
"I don't really like the new Kubernetes integration because it is pretty focused on the on-premise environment, but we're in a hybrid environment."
"They could work on reducing the number of permissions required while using Bitbucket."
 

Pricing and Cost Advice

"We are using the open-source version."
"GitLab is an open-source solution."
"Its price is fine. It is on the cheaper side and not expensive. You have to pay additionally for GitLab CI/CD minutes. Initially, we used the free version. When we ran out of GitLab minutes, we migrated to the paid version."
"My company uses the free version of GitLab, which is GitLab Community Edition. There is a licensed version also available for GitLab."
"I'm not aware of the licensing costs because those were covered by the customer."
"We are using the free version of GitLab."
"We are using its free version, and we are evaluating its Premium version. Its Ultimate version is very expensive."
"The price of GitLab could be better, it is expensive."
"The pricing is the cheapest compared to the other platforms out there."
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Top Industries

By visitors reading reviews
Educational Organization
22%
Financial Services Firm
12%
Computer Software Company
12%
Manufacturing Company
9%
Financial Services Firm
24%
Computer Software Company
13%
Manufacturing Company
9%
Educational Organization
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
 

Questions from the Community

What do you like most about GitLab?
I find the features and version control history to be most valuable for our development workflow. These aspects provide us with a clear view of changes and help us manage requests efficiently.
What is your experience regarding pricing and costs for GitLab?
The pricing of GitLab is reasonable, aligning with what I consider to be average compared to competitors.
What needs improvement with GitLab?
Certain features in Jira are not available in GitLab, such as the functionality to have weights at the milestone and epic levels. Hopefully, these features will be resolved with work items in GitLa...
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Comparisons

 

Also Known As

Fuzzit
Shippable
 

Overview

 

Sample Customers

1. NASA  2. IBM  3. Sony  4. Alibaba  5. CERN  6. Siemens  7. Volkswagen  8. ING  9. Ticketmaster  10. SpaceX  11. Adobe  12. Intuit  13. Autodesk  14. Rakuten  15. Unity Technologies  16. Pandora  17. Electronic Arts  18. Nordstrom  19. Verizon  20. Comcast  21. Philips  22. Deutsche Telekom  23. Orange  24. Fujitsu  25. Ericsson  26. Nokia  27. General Electric  28. Cisco  29. Accenture  30. Deloitte  31. PwC  32. KPMG
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Find out what your peers are saying about GitLab, Google, Jenkins and others in Build Automation. Updated: May 2025.
851,371 professionals have used our research since 2012.