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GitLab vs JFrog Xray comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Nov 5, 2024

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 Software Composition Analysis (SCA)
5th
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
82
Ranking in other categories
Application Security Tools (9th), Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (7th), Rapid Application Development Software (12th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (3rd)
JFrog Xray
Ranking in Software Composition Analysis (SCA)
6th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
8
Ranking in other categories
Vulnerability Management (25th), Container Security (22nd), Software Supply Chain Security (1st)
 

Mindshare comparison

As of May 2025, in the Software Composition Analysis (SCA) category, the mindshare of GitLab is 4.4%, down from 5.2% compared to the previous year. The mindshare of JFrog Xray is 10.2%, up from 8.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Composition Analysis (SCA)
 

Featured Reviews

Gaurav Chandel - PeerSpot reviewer
Boosted productivity with automated pipelines and seamless collaboration
There are some challenges with repository file management as GitLab may struggle to manage larger files. Improvements could be made regarding size management and file partitioning. Also, the UI has remained the same for a couple of years and could benefit from an update with AI features and better customization.
Mokshi Pandita - PeerSpot reviewer
An intelligent solution that prioritizes which vulnerability to target first in your project
We could create any number of repositories, but we can create only thirty projects with JFrog Xray. If I want things to work, it has to be one project and multiple repositories that belong to different real projects. So I have a limitation of thirty projects, despite being a premium customer. JFrog Xray does not have a dashboard. Although I am able to generate reports, there is no proper dashboard where I can see the total number of vulnerabilities, the total number of license issues, and how many vulnerabilities are fixed. Second, I found the shift left approach missing with JFrog Xray. JFrog Xray has integration with IDEs, but it does not tell you about the vulnerabilities until the artifact is created. However, Snyk could directly integrate with your repository and would not allow you to build unless you fix the problem.

Quotes from Members

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

Pros

"I have found the most valuable feature is security control. I also like the branching and cloning software."
"The initial setup of GitLab is pretty simple, with no complications."
"The code merging capability is something that we use very frequently."
"The most valuable aspects of GitLab are the ability to create branches, merge branches, and compare branches to resolve code conflicts."
"A user friendly solution."
"It is very useful for reviews. We are using branch merging operations and full reset operations. It is also very useful for merging our code and tracking another branch. The graph diagrams of Git are very useful. Its interface is straightforward and not too complex for us."
"The CI/CD process is very efficient."
"GitLab is very useful for pipelines, continuous integration, and continuous deployment. It is also stable."
"The most valuable feature of JFrog Xray is the display of the entire internal dependencies hierarchy."
"I would say that this solution has helped our organization by allowing us to automate a lot of the processes."
"The solution is stable and reliable."
"If multiple dependencies and vulnerabilities are found in a project, JFrog Xray is intelligent enough to tell you which vulnerability to target first."
"JFrog Xray's reporting feature has a lot of options in it, including scanning."
"Good reporting functionalities."
"The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features."
"JFrog Xray shows us a list of vulnerabilities that can impact our code."
 

Cons

"GitLab can improve its user interface to make conflict resolution more user-friendly."
"There is a need to improve or adopt AI into the ecosystem like a co-pilot, which Microsoft has done with GitHub."
"GitLab can improve its user interface to make conflict resolution more user-friendly."
"It has fewer options, and its UI is not so user-friendly."
"GitLab should work on improving their user interface for GitOps as it is lagging behind."
"The solution does not have many built-in functions or variables so scripting is required."
"As GitLab is not perfect, what needs improvement in the solution is the Wiki feature of the groups or the repertories because currently, it's not searchable by default. You'll need an indexing service such as Elasticsearch to make it searchable, and that requires too much work, so for me, it's the main feature that should be improved in GitLab. In the next version of the solution, from the top of my head, the documentation could be improved. Besides the Wiki, it would be good if there's documentation that would be automatically generated based on the code repository. In other words, there should be some tutorials from GitLab for developers in the next release."
"I would like more Agile features in the Premium version. The Premium version should have all Agile features that exist in the Ultimate version. IBM AOM has a complete Agile implementation, but in GitLab, you only have these features if you buy the Ultimate version. It would be good if we can use these in the Premium version."
"JFrog Xray does not have a dashboard."
"The speed of JFrog Xray should improve. Other solutions have better performance."
"Lacks deeper reporting, the ability to compare things."
"I think that the user interface should be expanded to provide customers with a better dashboard for reviewing their feedback regarding their images and the vulnerabilities that are associated with the images."
"X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL."
"Since we have been using the solution via APIs, there are some limitations in the APIs."
"JFrog Xray's documentation and error logging could be improved."
"Reporting is crucial, but it is lacking in the current tool. Every organization seeks specific data points rather than general information. Therefore, we require customized reports from the Xray tool."
 

Pricing and Cost Advice

"The initial setup cost is excellent and you can add the premium features later."
"GitLab is an open-source solution."
"I'm not sure if they have some kind of discount. I've been negotiating with them on prices before, and I believe they weren't too happy to give discounts, but list prices are $19 per user, per month for Premium and $99 per user, per month for Ultimate. So, the difference between Premium and Ultimate is a bit bigger, and in most companies, you need to build some type of business case."
"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."
"In terms of the pricing for GitLab, on a scale of one to five, with one being expensive and five being cheap, I'm rating pricing for the solution a four. It could still be cheaper because right now, my company has a small team, and sometimes it's difficult to use a paid product for a small team. You'd hope the team will grow and scale, but currently, you're paying a high license fee for a small team. I'm referring to the GitLab license that has premium features and will give you all features. This can be a problem for management to approve the high price of the license for a team this small."
"We are using the free version of GitLab."
"In total, I believe we have more than 300 licenses spread over about 100 users, though I can't comment on the costs involved."
"The solution's standard license is paid annually. They have changed the pricing model and it used to be better. There is a free version available."
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Top Industries

By visitors reading reviews
Educational Organization
24%
Financial Services Firm
12%
Computer Software Company
12%
Manufacturing Company
9%
Financial Services Firm
26%
Computer Software Company
13%
Manufacturing Company
12%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
 

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...
What do you like most about JFrog Xray?
JFrog Xray shows us a list of vulnerabilities that can impact our code.
What needs improvement with JFrog Xray?
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL. More support during troubleshooting sessions would also be beneficial.
What is your primary use case for JFrog Xray?
Our primary use case for X-ray includes multiple activities such as security and vulnerability scanning. We already use Black Duck for these purposes, and we are evaluating how JFrog Xray can offer...
 

Comparisons

 

Also Known As

Fuzzit
JFrog Security Essentials
 

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
google, amazon, cisco, netflix, oracle, vmware, facebook
Find out what your peers are saying about GitLab vs. JFrog Xray and other solutions. Updated: April 2025.
850,028 professionals have used our research since 2012.