No more typing reviews! Try our Samantha, our new voice AI agent.

GitLab vs JFrog DevOps Cloud Platform comparison

 

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
91
Ranking in other categories
Application Security Tools (6th), Build Automation (2nd), Release Automation (2nd), Static Application Security Testing (SAST) (4th), Rapid Application Development Software (11th), Software Composition Analysis (SCA) (4th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd)
JFrog DevOps Cloud Platform
Ranking in DevSecOps
11th
Average Rating
8.0
Reviews Sentiment
7.2
Number of Reviews
3
Ranking in other categories
Software Supply Chain Security (13th)
 

Mindshare comparison

As of June 2026, in the DevSecOps category, the mindshare of GitLab is 9.3%, down from 12.4% compared to the previous year. The mindshare of JFrog DevOps Cloud Platform is 3.7%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
DevSecOps Mindshare Distribution
ProductMindshare (%)
GitLab9.3%
JFrog DevOps Cloud Platform3.7%
Other87.0%
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

"I like GitLab from the CI/CD perspective. It is much easier to set up CI/CD and then integrate with other tools."
"It is scalable."
"Everything is easy to configure and easy to work with."
"GitLab's best features are continuous integration and fast deployment."
"I have found the most valuable features of GitLab are the GitClone, GitPush, GitPull, GitMatch, GitMit, GitCommit, and GitStatus."
"It's a great toolbox where the CI/CD pipeline is the fundamental component, but there are so many other features that you can pull from, which makes it a very powerful tool. My current client is using AWS, and they can, of course, use AWS CodePipeline, but GitLab is much more mature than that, and it also gives you the freedom to decide to go to another platform or have a multi-cloud strategy and things like that. That freedom for me is also very valuable."
"GitLab has positively impacted my organization because previously we stored code locally on servers, leading to many risks, and since GitLab came into our environment, our integration and deployments became much easier, helping our work become much smoother."
"We compared this solution with Atlassian, which has Bitbucket, and we felt GitLab is a little easier to use."
"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

"Currently, GitLab is not easy to scale because GitLab has specific deployment instructions. We deploy it on one of the VMs."
"GitLab needs to improve the CI/CD functionality because it is not compatible with Jenkins and other tools, as it is not that efficient."
"I would like to see security increased in the future. A secure environment is very important."
"Atlassian offers more products than GitLab. GitLab offers source control management, version control and collaboration between developers. Atlassian offers features on top of this as well as more integration points for developers."
"The initial setup was quite challenging because it takes some time to understand how to pull out or push the code."
"Merge conflicts and repository maintenance could improve. If there is someone new to the system they would not know if there is a conflict."
"From the DevOps perspective, the way we deploy applications is too complicated. It needs to be simplified."
"We would like to generate document pages from the sources."
"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."
"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."
"The product could benefit from enhanced integration capabilities with older software systems and more customizable reporting options."
 

Pricing and Cost Advice

"I don't mind the price because I use the free version."
"GitLab's pricing is good compared to others on the market."
"In terms of the pricing for GitLab, on a scale of one to five, with one being expensive and five being cheap, I'm rating pricing for the solution a four. It could still be cheaper because right now, my company has a small team, and sometimes it's difficult to use a paid product for a small team. You'd hope the team will grow and scale, but currently, you're paying a high license fee for a small team. I'm referring to the GitLab license that has premium features and will give you all features. This can be a problem for management to approve the high price of the license for a team this small."
"The solution is based on a subscription model and is reasonably priced."
"This product is not very expensive but the price can be better."
"GitLab is an open-source solution."
"There are different licensing options available, including a free limited-user license."
"GitLab is comparatively expensive, but it provides value because it's feature-rich."
"Regarding pricing, I focus on the platform's interface and user communication rather than costs."
"The product pricing is competitive but worth negotiating for volume discounts or longer-term contracts."
report
Use our free recommendation engine to learn which DevSecOps solutions are best for your needs.
900,644 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
11%
Government
9%
Computer Software Company
9%
Construction Company
31%
Comms Service Provider
13%
Manufacturing Company
8%
Energy/Utilities Company
5%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business38
Midsize Enterprise10
Large Enterprise49
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for GitLab?
The setup cost for GitLab is minimal since the team has its own minimal resource balancing. The costing falls into an intermediate stage and is impactful across all results within the team. It allo...
What needs improvement with GitLab?
There are many improvements that GitLab can implement, such as addressing the issue of caching. Currently, when I have multiple tasks to merge or attempt multiple merges, the CI/CD and overall GitL...
What is your primary use case for GitLab?
My main use case for GitLab is as a version control system that we are using. Currently, I am working on an end-to-end AI pipeline, and I have deployed my whole code using GitLab so that all things...
What needs improvement with JFrog DevOps Cloud Platform?
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,...
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 ...
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 ...
 

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
Information Not Available
Find out what your peers are saying about GitLab vs. JFrog DevOps Cloud Platform and other solutions. Updated: April 2026.
900,644 professionals have used our research since 2012.