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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

"The most important features of GitLab for us are issue management and all the CI/CD tools. Another aspect that I love about GitLab is the UI."
"It is user-friendly, easy to use, and easy to administer."
"The merging feature makes it easy later on for the deployment."
"Using GitLab is important to help provide a more secure and reliable environment for developers working with information in the cloud."
"The most valuable feature of GitLab is the automatic merging of code."
"Git hosting has an integration with ACD which is why we liked this solution in the first place."
"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."
"It is very useful for merging our code and tracking another branch before giving release."
"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 can improve the integration with third-party applications. It could be made easier. Additionally, having API control from my application could be helpful."
"GitLab could improve by having more plugins and better user-friendliness."
"GitLab could add a plugin to integrate with Kubernetes stuff."
"GitLab doesn't have AWS integration. It would be better to have integration with other container management environments beyond Kubernetes. It has very good integration with Kubernetes, but it doesn't have good integration with, for example, AWS, ETS, etc."
"It can be free for commercial use of project management and code integrity features."
"The solution could improve by having better integration."
"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."
"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."
"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

"The solution's pricing is acceptable."
"We are currently using the open-source version."
"On a scale of one to ten, where one is cheap, and ten is expensive, I rate the pricing a five out of ten."
"I think that we pay approximately $100 USD per month."
"This is an open-source solution."
"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."
"We are using the free version of GitLab."
"GitLab is highly priced for smaller teams, but it's okay if considering a user base of thousands."
"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.