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GitLab vs JFrog Pipeline comparison

 

Comparison Buyer's Guide

Executive Summary

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 Build Automation
1st
Average Rating
8.6
Reviews Sentiment
7.2
Number of Reviews
82
Ranking in other categories
Application Security Tools (8th), Release Automation (2nd), Static Application Security Testing (SAST) (8th), Rapid Application Development Software (12th), Software Composition Analysis (SCA) (5th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (3rd)
JFrog Pipeline
Ranking in Build Automation
25th
Average Rating
8.0
Number of Reviews
1
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of February 2025, in the Build Automation category, the mindshare of GitLab is 17.0%, down from 18.7% compared to the previous year. The mindshare of JFrog Pipeline is 1.1%, up from 0.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Build Automation
 

Featured Reviews

Gaurav Chandel - PeerSpot reviewer
Boosted productivity with automated pipelines and seamless collaboration
There are some challenges with repository file management as GitLab may struggle to manage larger files. Improvements could be made regarding size management and file partitioning. Also, the UI has remained the same for a couple of years and could benefit from an update with AI features and better customization.
Steve Buttler - PeerSpot reviewer
Testing against multiple run times, versions, and environments is a plus point
We are using Shippable to automate our CI/CD, so we (and our developers) can focus on our core business.  Shippable has tremendously increased our product and features delivery by at least three times. The platform has some amazing features and the integration option makes it very simple to plug…

Quotes from Members

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

Pros

"It scales well."
"The solution has an established roadmap that lays out its plans for upgrades over the next two to three years."
"The solution's most valuable features are pipelines."
"The solution is stable."
"The stability is good."
"I have found the most valuable feature is security control. I also like the branching and cloning software."
"I recommend GitLab for DevOps engineers."
"The tool helps to integrate CI/CD pipeline deployments. It is very easy to learn. Its security model is good."
"The platform has some amazing features and the integration option makes it very simple to plug with any of our favorite tools."
"Testing against multiple run times, versions, and environments is a plus point with the additional pipelines making it more interesting to see what is happening across your development process in a single pane of glass."
 

Cons

"I would like to see static analysis also embedded in GitLab. That would also help us. If there's something that it does internally by GitLab and then that is already tied up with your pipeline and then it can tell you that you're coding is good or your code is not great. Based on that, it would pass or fail. That should be streamlined. I would think that would help to a greater extent, in terms of having one solution rather than depending on multiple vendors."
"We'd always like to see better pricing on the product."
"I would like to see better integration with project management tools such as Jira."
"Even if I say I want some improvement, they will say it is already planned in the first quarter, second quarter, or third quarter. That said, most everything is quite improved already, and they're improving even further still."
"The licensing model could be improved to be more accommodating in terms of user numbers and costs."
"The solution could improve by providing more integration into the CI/CD pipeline, an autocomplete search tool, and more supporting documentation."
"GitLab could improve by having more plugins and better user-friendliness."
"The price of GitLab could improve, it is high."
"They could work on reducing the number of permissions required while using Bitbucket."
 

Pricing and Cost Advice

"We are using the open-source version."
"It seems reasonable. Our IT team manages the licenses."
"I'm not aware of the licensing costs because those were covered by the customer."
"The price of GitLab could be better, it is expensive."
"The solution's pricing is acceptable."
"This product is not very expensive but the price can be better."
"GitLab is highly priced for smaller teams, but it's okay if considering a user base of thousands."
"We are using the free version of GitLab."
"The pricing is the cheapest compared to the other platforms out there."
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Top Industries

By visitors reading reviews
Educational Organization
29%
Financial Services Firm
11%
Computer Software Company
11%
Manufacturing Company
8%
Financial Services Firm
24%
Computer Software Company
14%
Manufacturing Company
8%
Educational Organization
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
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.
What is your experience regarding pricing and costs for GitLab?
The pricing of GitLab is reasonable, aligning with what I consider to be average compared to competitors.
What needs improvement with GitLab?
There are missing search features, particularly when searching repositories or applying filters. Additionally, I have encountered issues with the deployment of CI/CD pipelines, especially dealing w...
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Comparisons

 

Also Known As

Fuzzit
Shippable
 

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
SAP, Today Tix, Cisco, Lithium, Pushspring, Packet
Find out what your peers are saying about GitLab, Google, Jenkins and others in Build Automation. Updated: January 2025.
837,501 professionals have used our research since 2012.