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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 8.5, while JFrog is ranked #6 with an average rating of 7.3. GitLab holds a 4.3% mindshare in SCA, compared to JFrog’s 10.1% mindshare. Additionally, 97% of GitLab users are willing to recommend the solution, compared to 90% of JFrog users who would recommend it.
GitLab
Read 86 GitLab reviews
  • 19,204 Views
  • 1,536 Comparison Views
97% willing to recommend
JFrog Xray
Read 10 JFrog Xray reviews
  • 6,911 Views
  • 3,456 Comparison Views
90% willing to recommend
 

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.

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To learn more, read our detailed GitLab vs. JFrog Xray Report (Updated: July 2025).
Buyer's Guide
GitLab vs. JFrog Xray
July 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:
 

ROI

Sentiment score
6.5
GitLab boosts efficiency and ROI by reducing deployment times, enhancing agility, and supporting vulnerability-free software management.
Sentiment score
3.5
JFrog Xray improved efficiency, security, and compliance, reduced downtime, and sped up release cycles with enhanced vulnerability detection and reporting.
Migrating to GitLab is bringing time-saving benefits, and everything is easier to automate.
We have saved time significantly, reducing deployment time from four hours to five minutes per deployment.
For more quotes and insights, download the GitLab report
No quotes available
For more quotes and insights, download the JFrog Xray report
 

Customer Service

Sentiment score
6.7
GitLab support receives mixed reviews; some praise ticket systems while others report delays, often preferring community or partner assistance.
Sentiment score
4.0
JFrog Xray's customer service is generally well-received, with positive technical support, though not all users engage directly.
We have rarely needed to escalate issues to technical support since GitLab usually runs seamlessly.
I have interacted with architects for some advice during the implementation, and they were prompt in their response.
I have had meetings where they taught me, explained things, and provided guidance for starting from scratch.
For more quotes and insights, download the GitLab report
When we need clarifications, we contact our account manager, and they arrange demos.
On a scale of 1 to 10, I would rate the technical support of JFrog Xray an eight because they are very knowledgeable.
For more quotes and insights, download the JFrog Xray report
Gaurav Chandel - PeerSpot reviewerMikhael Ibrahim - PeerSpot reviewerreviewer2603940 - PeerSpot reviewer
VB
reviewer2757060 - PeerSpot reviewer
 

Scalability Issues

Sentiment score
7.2
GitLab's container architecture supports scalability, enabling easy expansion despite deployment complexities, adapting well to diverse organizational needs.
Sentiment score
6.8
JFrog Xray is scalable and suitable for multiple applications, despite PostgreSQL limitations and some performance challenges.
It has all the features required for our coding and deployment needs, which makes it scalable to our changing requirements.
We're transitioning to OpenShift for future scalability with increased user numbers.
For scaling, other deployment options from GitLab's side need to be adopted.
For more quotes and insights, download the GitLab report
According to my use case, it is highly scalable.
For more quotes and insights, download the JFrog Xray report
Sarfaraz Khan - PeerSpot reviewerMikhael Ibrahim - PeerSpot reviewerRohit Kesharwani - PeerSpot reviewerAnand Nanwana - PeerSpot reviewer
 

Stability Issues

Sentiment score
8.2
GitLab is praised for its high stability and reliability, despite occasional upgrade issues, maintaining strong user satisfaction.
Sentiment score
7.6
JFrog Xray is praised for stability and security, compared favorably to competitors, with minor concerns about PostgreSQL support.
I have not encountered any performance or stability issues with GitLab so far.
The updates are frequent and demanding, happening at least once a week due to security reasons.
We raised a request with GitLab support, but they were unable to help because they could not find the root cause of what went wrong.
For more quotes and insights, download the GitLab report
I use JFrog Xray primarily for security purposes, and I find it reliable.
We did experience crashes, downtimes, and performance issues with JFrog Xray.
For more quotes and insights, download the JFrog Xray report
Gaurav Chandel - PeerSpot reviewer
AS
AvdheshSharma - PeerSpot reviewerAnand Nanwana - PeerSpot reviewerreviewer2757060 - PeerSpot reviewer
 

Room For Improvement

GitLab users want better third-party integration, security, pricing, interface, documentation, automation, stability, and enhanced deployment with improved Agile functionality.
Users demand better reporting, documentation, UI, site performance, API limits, custom reports, vulnerability management, and integration support.
It would be beneficial to have a user-friendly interface for setting up these configurations, instead of just writing YAML files.
It is essential to conduct proper testing, such as unit tests and code coverage, within the SDLC pipelines.
GitLab can improve its user interface to make conflict resolution more user-friendly.
For more quotes and insights, download the GitLab report
When we have given a very long tag, it doesn't work as expected and requires excessive scrolling.
somehow you need to adapt your GitLab pipeline and turn them into JFrog pipeline, and this is something they don't really advertise at first—you're obliged to use the JFrog CLI.
X-ray needs improvement in supporting more than one database, as it currently only supports PostgreSQL.
For more quotes and insights, download the JFrog Xray report
reviewer2603940 - PeerSpot reviewerRohit Kesharwani - PeerSpot reviewerSarfaraz Khan - PeerSpot reviewerAnand Nanwana - PeerSpot reviewerreviewer2757060 - PeerSpot reviewer
VB
 

Setup Cost

GitLab provides flexible pricing from free to premium, catering to various needs, but Ultimate edition may be expensive.
Even when working in other small organizations, we opted for GitLab as it was cost-efficient.
The pricing of GitLab is reasonable, aligning with what I consider to be average compared to competitors.
The price is high, and it limits user accessibility.
For more quotes and insights, download the GitLab report
JFrog Xray provides a free trial of 14 days.
The basic scanning capabilities come with Artifactory, however, curation requires additional licenses.
For more quotes and insights, download the JFrog Xray report
Sarfaraz Khan - PeerSpot reviewerreviewer2603940 - PeerSpot reviewerAndrea PICCININI - PeerSpot reviewerAnand Nanwana - PeerSpot reviewer
VB
 

Valuable Features

GitLab excels with CI/CD, integration, user interface, security, and platform compatibility, boosting productivity and market speed.
JFrog Xray offers deep scanning, seamless integration with Artifactory, robust vulnerabilities management, flexible deployment, and attractive pricing.
As we implement automated testing and DevSecOps, it speeds up the process by forty to sixty percent.
The Ultimate version offers enhanced features for security scanning through DAST and SAST analysis, which have greatly benefitted our project workflow.
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.
For more quotes and insights, download the GitLab report
The most valuable features of JFrog Xray are its curation capabilities, its native integration with Artifactory, scanning for vulnerabilities, and license compliance features.
The policy-driven approach of JFrog Xray helped me maintain security standards by integrating it in the development pipeline.
With other registries such as ECR, we can use the images only in the AWS cloud. With JFrog, we can use this registry from any cloud or work locally as well.
For more quotes and insights, download the JFrog Xray report
Mikhael Ibrahim - PeerSpot reviewerAndrea PICCININI - PeerSpot reviewerRohit Kesharwani - PeerSpot reviewer
VB
reviewer2757060 - PeerSpot reviewerAnand Nanwana - PeerSpot reviewer
 

Categories and Ranking

GitLab
Ranking in Software Composition Analysis (SCA)
5th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
86
Ranking in other categories
Application Security Tools (11th), Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (7th), Rapid Application Development Software (11th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
JFrog Xray
Ranking in Software Composition Analysis (SCA)
6th
Average Rating
7.8
Reviews Sentiment
6.3
Number of Reviews
10
Ranking in other categories
Vulnerability Management (32nd), Container Security (18th), Software Supply Chain Security (2nd)
 

Mindshare comparison

As of September 2025, in the Software Composition Analysis (SCA) category, the mindshare of GitLab is 4.3%, down from 4.8% compared to the previous year. The mindshare of JFrog Xray is 10.1%, up from 8.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Composition Analysis (SCA) Market Share Distribution
ProductMarket Share (%)
GitLab4.3%
JFrog Xray10.1%
Other85.6%
Software Composition Analysis (SCA)
 

Featured Reviews

Rohit Kesharwani - PeerSpot reviewer
Improved agility and time to market with CI/CD enhancements
The CI/CD pipelines in GitLab 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.
Read full review
Anand Nanwana - PeerSpot reviewer
Offers flexibility across clouds and easy credential management while interface improvements are needed
For JFrog Xray, the Artifactory and package repositories are valuable features. There are many benefits from JFrog Xray. For example, with other registries such as ECR, we can use the images only in the AWS cloud. With JFrog, we can use this registry from any cloud or work locally as well. JFrog can support multiple packages, such as NuGet package, pip, and other technologies. It can be used for Terraform as well. The credential management is very easy in JFrog. For instance, when using GitHub action as a CI/CD tool, I just need to create a token and set up JFrog CLI there and give access to the repository. With multiple repositories, I can generate a token for a specific repository, add that token in the GitHub secret, fetch from the CI/CD, run the command JFrog CLI, and authenticate through the token. Then we can push the images into JFrog.
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Computer Software Company
13%
Government
11%
Manufacturing Company
10%
Financial Services Firm
25%
Manufacturing Company
12%
Computer Software Company
11%
Government
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business35
Midsize Enterprise9
Large Enterprise42
By reviewers
Company SizeCount
Small Business1
Midsize Enterprise3
Large Enterprise6
 

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?
Regarding improvements, making task management is something that GitLab can potentially make easier, similar to what DevOps or Jira does.
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?
The UI of JFrog Xray could be improved. There is a dialogue box in the Xray section that doesn't always work properly. When we have given a very long tag, it doesn't work as expected and requires e...
See all answers
What is your primary use case for JFrog Xray?
I work with JFrog Xray. I use JFrog as an Artifactory registry and package registry. In JFrog Xray, there are many artifactories. I can configure tokens for each repository and give access to speci...
See all answers
 

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Product Reports

Buyer's Guide
GitLab
September 2025
GitLab reportDownload GitLab product report
Buyer's Guide
JFrog Xray
September 2025
JFrog Xray reportDownload JFrog Xray product report
 

Also Known As

Fuzzit
JFrog Security Essentials
 

Overview

GitLab offers a secure and user-friendly platform for CI/CD pipeline management, code repository control, and collaboration, enhancing development speed and efficiency. It facilitates automation with extensive customization and tool integration, ideal for DevOps processes.

GitLab supports source code management, version control, and collaborative development. It's frequently used in CI/CD processes to automate builds and deployments while integrating DevOps practices. GitLab allows companies to manage repositories, automate pipelines, conduct code reviews, and maintain development lifecycles. The platform supports infrastructure and configuration management, enabling efficient code collaboration, deployment automation, and comprehensive repository handling. Many organizations commit and deploy developed code using GitLab's capabilities.

What are GitLab's most valuable features?
  • CI/CD Pipeline Management: Streamlines development through automated testing and deployment.
  • User-Friendly Interface: Ensures ease of collaboration and task automation.
  • Code Merging and Branching: Facilitates smooth code integration and version control.
  • Security Platform: Provides strong security features for safe development.
  • Tool Integration: Enhances functionality with diverse tool integration.
What benefits should users evaluate?
  • Development Speed: Accelerates processes through automation.
  • Collaboration Ease: Simplifies team interactions and workflow.
  • Customization Options: Offers extensive personalization for specific needs.
  • Comprehensive Documentation: Provides detailed guidance for users.
  • Secure Platform: Maintains integrity with robust security features.

In specific industries, GitLab serves as a backbone for source code management and CI/CD implementation. Companies leverage its capabilities for infrastructure management and deployment automation, thus streamlining project delivery timelines. Its ability to handle configuration management and code repositories effectively aids in maintaining development lifecycles, making it a preferred choice for organizations committed to enhancing their DevOps practices.

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
July 2025
Free Report: GitLab vs. JFrog Xray
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