GitLab vs JFrog DevOps Cloud Platform comparison

GitLab and JFrog are both solutions in the DevSecOps category. GitLab is ranked #1 with an average rating of 8.3, while JFrog is ranked #12 with an average rating of 8.0. GitLab holds a 11.6% mindshare in DSO, compared to JFrog’s 1.0% mindshare. Additionally, 97% of GitLab users are willing to recommend the solution, compared to 100% of JFrog users who would recommend it.

GitLab

Read 87 GitLab reviews

18,203 Views
546 Comparison Views

97% willing to recommend

JFrog DevOps Cloud Platform

Read 3 JFrog DevOps Cloud Platform reviews

407 Views
49 Comparison Views

100% willing to recommend

GitLab

JFrog DevOps Cloud Platform

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Executive SummaryUpdated on Jan 7, 2025

GitLab and JFrog DevOps Cloud Platform are competitors in the DevOps landscape. GitLab often has the upper hand due to its comprehensive CI/CD and cost-effectiveness, while JFrog attracts attention for its superior artifact management.

Features: GitLab is recognized for its built-in CI/CD pipeline, project management tools, and collaboration features that enhance the efficiency of DevOps processes. JFrog DevOps Cloud Platform is notable for its artifact management capabilities, binary lifecycle management, and robust integration with multiple development tools. The distinction lies in GitLab's broader functionality compared to JFrog's specialized approach in managing artifacts and binaries.

Ease of Deployment and Customer Service: GitLab stands out with its user-friendly deployment, offering clear documentation and effective support that smoothens the deployment process. JFrog DevOps Cloud Platform, on the other hand, requires more technical expertise for full integration, making its deployment potentially more challenging. Nevertheless, it is supported by detailed and complex documentation.

Pricing and ROI: GitLab is considered more affordable with attractive ROI through its integrated DevOps tools which are generally economical. JFrog DevOps Cloud Platform, while having higher initial costs, brings significant value with its advanced artifact management, which can be advantageous for large environments that benefit from its extensive capabilities.

To learn more, read our detailed GitLab vs. JFrog DevOps Cloud Platform Report (Updated: September 2025).

Buyer's Guide

GitLab vs. JFrog DevOps Cloud Platform

September 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 DevSecOps

1st

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

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), Software Composition Analysis (SCA) (5th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (3rd)

JFrog DevOps Cloud Platform

Ranking in DevSecOps

12th

Average Rating

8.0

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

Software Supply Chain Security (16th)

Mindshare comparison

As of October 2025, in the DevSecOps category, the mindshare of GitLab is 11.6%, up from 10.4% compared to the previous year. The mindshare of JFrog DevOps Cloud Platform is 1.0%. It is calculated based on PeerSpot user engagement data.

DevSecOps Market Share Distribution
Product	Market Share (%)
GitLab	11.6%
JFrog DevOps Cloud Platform	1.0%
Other	87.4%

DevSecOps

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 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

Fredierick Saladas

DevOps Lead at Standard Chartered Bank

Provides superior integration options and comprehensive reporting features

The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options. Improved support for mobile devices would also be advantageous, allowing team members to access the system more effectively while on the go. In the next release, we would like to see advanced analytics features, including predictive analytics to help forecast project outcomes. Additionally, a more robust mobile app with offline capabilities would be valuable for remote work scenarios.

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

"Git merging allows us to track the details of how and who has done what; this is the best feature which is useful for all companies."

"GitLab helps me save time and provide financial benefits, as keeping track of the updated version and the changes is money and time-saving."

"GitLab is a solution for source code management, container registry, pipelines, testing, and deployment."

"The tool helps to integrate CI/CD pipeline deployments. It is very easy to learn. Its security model is good."

"GitLab's best features are maintenance, branch integration, and development infrastructure."

"The solution has an established roadmap that lays out its plans for upgrades over the next two to three years."

"GitLab is scalable and works well with multiple environments."

"The solution's service delivery model is fantastic."

More GitLab pros

"The most valuable features include task tracking and reporting capabilities."

"I appreciate the features in JFrog DevOps Cloud Platform, especially the efficient file management where downloads and uploads are optimized, saving time. The storage efficiency is also great as it avoids redundancy, which is crucial for our team. It is also quite easy to use, especially for basic commands through the command line. It's straightforward for us internally, and our data is well-hosted on their servers, which makes data location and querying fast and efficient. Moving our storage to JFrog has streamlined our development cycle by eliminating duplicated data, which previously took up extra space locally. This efficiency is crucial for our workflow, although network speeds still play a significant role in performance."

"They have a professional service team that works alongside their engineering and performance teams."

Cons

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

"GitLab could improve by having more plugins and better user-friendliness."

"The integration and storage capabilities could be better."

"The price of GitLab could improve, it is high."

"There is room for improvement in GitLab Agents."

"GitLab can improve its user interface to make conflict resolution more user-friendly."

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

"Reporting could be improved."

More GitLab cons

"The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options."

"We have encountered stability issues lately, particularly with frequent 500 internal server errors. Despite efforts from our DevOps team to adjust settings, these issues persist, affecting our workflow, especially with machine learning data uploads. Overall, while it's beneficial for storage and accessibility, stability issues need improvement for seamless operations. The occasional occurrence of internal server errors takes several minutes to resolve on their own and can disrupt workflows. Another concern is that sometimes files appear to be successfully uploaded, but then they cannot be downloaded, with no error message indicating the issue during the upload process. This inconsistency needs to be addressed by JFrog to ensure reliable functionality for users like us."

"Our locations are in different environments, so the remote server takes time to catch up, causing replication delays. The engineering team suggested that this issue would be resolved, but I'm not sure if it has been addressed yet. This is more of a feature enhancement that we suggested."

Pricing and Cost Advice

"My company uses the free version of GitLab, which is GitLab Community Edition. There is a licensed version also available for GitLab."

"The open-source version is very good and the commercial version is reasonably priced."

"The solution is based on a licensing model that includes technical support and is paid annually."

"The solution is based on a subscription model and is reasonably priced."

"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."

"GitLab is cheap."

"As I work in a vast enterprise, I'm unsure about the licensing cost for GitLab. It's the management team that takes care of that."

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

More GitLab pricing and cost advice

"The product pricing is competitive but worth negotiating for volume discounts or longer-term contracts."

"Regarding pricing, I focus on the platform's interface and user communication rather than costs."

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Top Industries

By visitors reading reviews

Financial Services Firm

14%

Computer Software Company

13%

Government

11%

Manufacturing Company

10%

No data available

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	35
Midsize Enterprise	9
Large Enterprise	42

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.

See all answers

What is your experience regarding pricing and costs for GitLab?

We are currently using general GitLab, not GitLab Premium.

See all answers

What needs improvement with GitLab?

GitLab needs to improve the CI/CD functionality because it is not compatible with Jenkins and other tools, as it is not that efficient. Security-wise, we have security features enabled in GitLab fo...

See all answers

What needs improvement with JFrog DevOps Cloud Platform?

See all answers

What advice do you have for others considering JFrog DevOps Cloud Platform?

Overall, the solution has been a great asset to our team. I advise investing time in the initial setup and training to leverage its capabilities fully. Ensure you clearly understand your needs and ...

See all answers

What is your experience regarding pricing and costs for JFrog DevOps Cloud Platform?

The product pricing is competitive but worth negotiating for volume discounts or longer-term contracts. Licensing options are flexible, but ensure you understand the terms and any additional costs ...

See all answers

Comparisons

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Compared 5% of the time

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Compared 4% of the time

SonarQube Server (formerly SonarQube) vs GitLab

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More GitLab Competitors

No data available

Product Reports

Buyer's Guide

GitLab

September 2025

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Buyer's Guide

Software Supply Chain Security

September 2025

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Also Known As

Fuzzit

No data available

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

The JFrog DevOps Cloud Platform optimizes software development life cycles through robust artifact management, CI/CD automation, and strong version control. Notable for its security features, it supports seamless software version maintenance and vulnerability scanning. Praised for enhancing organizational efficiency, it ensures faster, secure deliveries, improving collaboration within teams.

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

Information Not Available

Buyer's Guide

GitLab vs. JFrog DevOps Cloud Platform

September 2025

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