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GitLab vs JFrog DevOps Cloud Platform comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Jan 7, 2025

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
93
Ranking in other categories
Application Security Tools (9th), Build Automation (3rd), Release Automation (2nd), Static Application Security Testing (SAST) (6th), Rapid Application Development Software (15th), Software Composition Analysis (SCA) (6th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd)
JFrog DevOps Cloud Platform
Ranking in DevSecOps
16th
Average Rating
8.0
Reviews Sentiment
7.2
Number of Reviews
3
Ranking in other categories
Software Supply Chain Security (18th)
 

Mindshare comparison

As of November 2026, in the DevSecOps category, the mindshare of GitLab is 9.6%, down from 12.1% compared to the previous year. The mindshare of JFrog DevOps Cloud Platform is 3.7%, up from 1.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
DevSecOps Mindshare Distribution
ProductMindshare (%)
GitLab9.6%
JFrog DevOps Cloud Platform3.7%
Other86.7%
DevSecOps
 

Featured Reviews

BasilJiji - PeerSpot reviewer
System engineer at a retailer with 10,001+ employees
Role-based workflows have transformed daily deployments and improve team collaboration
GitLab has role-based access control, so when a team member needs to make a code change, they cannot directly apply it to the environment but must put in a merge request. Once a senior reviews the code and approves it, then it is implemented across the environment, making it safer and allowing everyone to experience the process. The best features GitLab offers are version control and automation, which are the major things that stand out to me. When it comes to access, the login is very smooth, with just one login integrated with our Okta, allowing everyone to log in easily. Deployments become much easier, and that is how GitLab helps. The automation features make my work easier because we use a tool called AWX, which is connected to GitLab. Whenever we run a job on AWX, it directly checks the code and uses it. Since the code is not preserved locally but kept in the cloud, it is safe and nobody can tamper with it. When it comes to safety, that is a major thing. Automation features allow the code to be accessed from any tools we use, so the jobs we run are helping tremendously and doing their work perfectly. For pipeline tasks, we have created a significant amount of pipelines, which are all hosted in GitLab. Running the pipelines has become much easier, and they are doing a perfect job, helping tremendously in our day-to-day activities. GitLab has positively impacted my organization because previously we stored code locally on servers, leading to many risks. Since GitLab came into our environment, our integration and deployments became much easier, helping our work become much smoother. Improvements from GitLab have led to better team collaboration because when several people are working, they can all edit the code and submit it as a merge request, and once approved, it reflects directly to the main branch. Many can work at the same time. When it comes to deployments, deploying has become much faster since we started using GitLab, and even if errors occur, we can spot them easily and troubleshoot, which has helped tremendously.
Fredierick Saladas - PeerSpot reviewer
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.

Quotes from Members

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

Pros

"GitLab helps me save time and provide financial benefits, as keeping track of the updated version and the changes is money and time-saving."
"I have found the most valuable feature is security control. I also like the branching and cloning software."
"This is a scalable solution. We had around 200 users working with it."
"My understanding is that the product is reliable."
"GitLab's best features are continuous integration and fast deployment."
"We use GitLab in the new project for CI/CD, integration, and deployment."
"GitLab's source control is excellent."
"I like GitLab from the CI/CD perspective. It is much easier to set up CI/CD and then integrate with other tools."
"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

"GitLab needs to improve the CI/CD functionality because it is not compatible with Jenkins and other tools, as it is not that efficient."
"The documentation could be improved to help newcomers better understand things like creating new branches."
"The licensing model could be improved to be more accommodating in terms of user numbers and costs."
"We do face issues in our company when we run out of disk space."
"GitLab should enhance its GitOps capability as they are currently using FluxCD, however, Argo CD is better and offers more features. GitLab should work on improving their user interface for GitOps as it is lagging behind."
"The solution could improve by providing more integration into the CI/CD pipeline, an autocomplete search tool, and more supporting documentation."
"I'm new to GitLab, so I would appreciate more documentation about the code and commands."
"Technologies are always changing. Nowadays, new things like serverless computing and workload management have emerged. We have noticed a few gap items for faster service delivery. For example, we do user interface testing in the latest team and automate it using some tools. Recently, we integrated a tool with user interface testing, which can simulate a multi-user environment. So, we would like to see more integration with different platforms."
"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."
"The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options."
 

Pricing and Cost Advice

"We are using the open-source version."
"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."
"GitLab is an open-source solution."
"The solution is based on a subscription model and is reasonably priced."
"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."
"This is an open-source solution."
"GitLab is comparatively expensive, but it provides value because it's feature-rich."
"This product is not very expensive but the price can be better."
"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
13%
Manufacturing Company
11%
Government
8%
Computer Software Company
8%
Construction Company
31%
Comms Service Provider
14%
Manufacturing Company
8%
Financial Services Firm
6%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business39
Midsize Enterprise10
Large Enterprise50
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for GitLab?
I was using the free version of GitLab , but I think the price is comparative and not a major differentiator.
What needs improvement with GitLab?
Since GitLab [Private Offer Only] the main part is the Git part. With AI being available, I see one thing happening. For example, Claude Code allows people to connect Jira or ClickUp, and then they...
What is your primary use case for GitLab?
My basic use case for Gitlab was the ticket management, the wiki, the CI/CD pipeline, and the code repository. These four use cases form my core usage.
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Also Known As

Fuzzit
No data available
 

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 vs. JFrog DevOps Cloud Platform and other solutions. Updated: September 2026.
920,769 professionals have used our research since 2012.