GitLab vs JFrog Xray comparison

GitLab and JFrog are both solutions in the Software Composition Analysis (SCA) category. GitLab is ranked #5 with an average rating of 8.6, while JFrog is ranked #6 with an average rating of 7.8. GitLab holds a 4.3% mindshare in SCA, compared to JFrog’s 10.2% mindshare. Additionally, 97% of GitLab users are willing to recommend the solution, compared to 100% of JFrog users who would recommend it.

GitLab

Read 84 GitLab reviews

1,782 Views
748 Comparison Views

97% willing to recommend

JFrog Xray

Read 8 JFrog Xray reviews

3,729 Views
1,964 Comparison Views

100% willing to recommend

GitLab

JFrog Xray

Comparison Buyer's Guide

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Executive SummaryUpdated on Nov 5, 2024

GitLab and JFrog Xray are direct competitors in the DevOps space, with GitLab leading in integration and collaboration and JFrog Xray excelling in security and artifact management.

Features: GitLab's integrated CI/CD pipelines, robust collaboration tools, and comprehensive project management make it a powerhouse for developing teams. Meanwhile, JFrog Xray offers advanced security features, license compliance checks, and integration with JFrog Artifactory, emphasizing its strength in artifact analysis.

Room for Improvement: GitLab could enhance its security features, provide better scalability options for large enterprises, and improve integration with third-party security tools. JFrog Xray might benefit from simplifying its user interface, reducing setup complexity, and expanding customer support to include broader DevOps practices.

Ease of Deployment and Customer Service: GitLab is praised for its straightforward deployment options available both on cloud and on-premises, along with strong customer support. JFrog Xray, when integrated with JFrog Artifactory, offers a seamless artifact management experience but may present a daunting learning curve, requiring specialized knowledge, making it less suitable for non-specialized teams.

Pricing and ROI: GitLab provides cost-effective solutions with flexible pricing tiers, offering significant ROI for inclusive product development. JFrog Xray, while potentially more expensive due to Artifactory dependencies, generates valuable ROI through enhanced security and compliance capabilities, benefiting organizations with strict security mandates.

To learn more, read our detailed GitLab vs. JFrog Xray Report (Updated: June 2025).

Buyer's Guide

GitLab vs. JFrog Xray

June 2025

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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

7.1

Number of Reviews

Ranking in other categories

Application Security Tools (9th), Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (6th), Rapid Application Development Software (11th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (3rd), DevSecOps (1st)

JFrog Xray

Ranking in Software Composition Analysis (SCA)

6th

Average Rating

8.0

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Vulnerability Management (32nd), Container Security (20th), Software Supply Chain Security (2nd)

Mindshare comparison

As of June 2025, in the Software Composition Analysis (SCA) category, the mindshare of GitLab is 4.3%, 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

Rohit Kesharwani

Manager, Engineering at 7-Eleven

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.

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Sai Pradeep Koneti

DevOps Engineer Intern at University of Nebraska at Omaha

Goes deep into the docker files and find out vulnerabilities

When we were trying to get it up and working initially, I found it a bit hard to go through JFrog Xray's documentation and get my error solved. I was facing some issues because we hadn't got a specific license for the tool, but I was able to access it. As a regular user, I regularly saw an error message saying that the license feature was unavailable for my subscription. After a couple of days, I realized I was missing a license. I had to go back to the JFrog Xray team, who provided me with the new license, and then I could complete the setup.

Read full review

Quotes from Members

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

Pros

"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."

"As a developer, this solution is useful as a repository holder because most of the POC projects that we have are on GitLab."

"They incorporate new features every September, and they have introduced their own code editor and AI features."

"For us, Gitlab's most valuable feature is the integration with Cypress. We're using Cypress as an automation tool, so we're using GitLab as a tool for running in parallel."

"We use GitLab in the new project for CI/CD, integration, and deployment."

"The most valuable feature of GitLab is its security."

"I have had no problem with the stability of the solution."

"GitLab is kind of an image of GitHub, so it gives us the flexibility to monitor our changes in the repos."

More GitLab pros

"Good reporting functionalities."

"The solution is stable and reliable."

"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."

"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's reporting feature has a lot of options in it, including scanning."

"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."

More JFrog Xray pros

Cons

"We would like to generate document pages from the sources."

"While GitLab is a great tool for developers, it lacks project planner features. Roadmaps and Gantt charts in GitLab are not as advanced as in Jira, and changing start and end dates is more laborious in GitLab."

"You need to have a good knowledge of the product in order to use it."

"We'd like to see better integration with the Atlassian ecosystem."

"GitLab's Windows version is yet not available and having this would be an improvement."

"The tool should include a feature that helps to edit the code directly."

"The pricing model of GitLab is an issue for me."

"Merge conflicts and repository maintenance could improve. If there is someone new to the system they would not know if there is a conflict."

More GitLab cons

"The out-of-the-box PostgreSQL provided is not stable, which is why we are considering enterprise support."

"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."

"Since we have been using the solution via APIs, there are some limitations in the APIs."

"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."

"JFrog Xray does not have a dashboard."

"Lacks deeper reporting, the ability to compare things."

More JFrog Xray cons

Pricing and Cost Advice

"On a scale of one to ten, where one is cheap, and ten is expensive, I rate the pricing a five out of ten."

"GitLab's pricing is good compared to others on the market."

"The initial setup cost is excellent and you can add the premium features later."

"The price is okay."

"Regarding pricing, I would rate GitLab as moderately priced, maybe around a seven or eight out of ten. It could be more flexible for clients but generally offers good value."

"GitLab is comparatively expensive, but it provides value because it's feature-rich."

"I'm not aware of the licensing costs because those were covered by the customer."

"We are using the free version of GitLab."

More GitLab pricing and cost advice

Information not available

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Top Industries

By visitors reading reviews

Educational Organization

16%

Financial Services Firm

13%

Computer Software Company

13%

Government

Financial Services Firm

26%

Computer Software Company

12%

Manufacturing Company

11%

Government

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.

See all answers

What is your experience regarding pricing and costs for GitLab?

The pricing and cost are on par with other tools and are neither too expensive nor cheap.

See all answers

What needs improvement with GitLab?

One significant feature we lack is the configuration that enforces code reviews, which simplifies the development life cycle. Unfortunately, this is available only at a higher license level than we...

See all answers

What do you like most about JFrog Xray?

JFrog Xray shows us a list of vulnerabilities that can impact our code.

See all answers

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.

See all answers

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...

See all answers

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Compared 6% of the time

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Compared 6% of the time

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Product Reports

Buyer's Guide

GitLab

June 2025

Download GitLab product report

Buyer's Guide

JFrog Xray

June 2025

Download JFrog Xray product report

Also Known As

Fuzzit

JFrog Security Essentials

Overview

GitLab is a complete DevOps platform that enables teams to collaborate and deliver software faster.

It provides a single application for the entire DevOps lifecycle, from planning and development to testing, deployment, and monitoring.

With GitLab, teams can streamline their workflows, automate processes, and improve productivity.

GitLab

JFrog is on a mission to enable continuous updates through Liquid Software, empowering developers to code high-quality applications that securely flow to end-users with zero downtime. The world’s top brands such as Amazon, Facebook, Google, Netflix, Uber, VMware, and Spotify are among the 4500 companies that already depend on JFrog to manage binaries for their mission-critical applications. JFrog is a privately-held, global company, and is a proud sponsor of the Cloud Native Computing Foundation [CNCF].

If you are a team player and you care and you play to WIN, we have just the job you're looking for.

As we say at JFrog: "Once You Leap Forward You Won't Go Back!"

JFrog

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

Buyer's Guide

GitLab vs. JFrog Xray

June 2025

Free Report: GitLab vs. JFrog Xray

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