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GitLab vs Spirent CyberFlood [EOL] comparison

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Comparison Buyer's Guide

Executive SummaryUpdated on Oct 22, 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
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), DevSecOps (1st)
Spirent CyberFlood [EOL]
Average Rating
8.4
Reviews Sentiment
6.6
Number of Reviews
5
Ranking in other categories
No ranking in other categories
 

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.
Jos Badimo - PeerSpot reviewer
Director at BAMS
Test assurance improves compliance and products with good performance
The user interface could be improved to facilitate easier navigation. The most significant issue I encounter with the solution is the user interface. It would be beneficial if I could remain on one screen most of the time. Even if the system navigates me to another screen, it should effectively return me to the main screen.

Quotes from Members

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

Pros

"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."
"GitLab has helped our company save time."
"The best thing is that as the developers work on separate tasks, all of the code goes there and the other team members don't have to wait on each other to finish."
"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."
"GitLab is scalable and works well with multiple environments."
"The scalability is good."
"It speeds up our development, it's faster, safer, and more convenient."
"I would definitely recommend the solution to other organizations."
"If any customer doubts their existing network security policy this is a perfect product to analyze their network security and even existing processes."
"Our customers use it to check for unauthorized file transfer."
"The testing compliance feature is particularly impressive."
"CyberFlood is bundled and basic, but it's still powerful and easy to use, and I would recommend it, especially for beginners."
"The feature I find most valuable is the traffic generator."
"CyberFlood's best features are its user-friendliness and scheduling function."
"CyberFlood is flexible."
 

Cons

"The solution should expand features to match other tools such as Coverity, Veracode, or SonarQube with its static code analysis tool so third-party integrations are not required."
"It could have more security integrations and the ability to check the vulnerability of the code. I don't think it is a responsibility of Gitlab, but it would be nice to have more options to integrate with."
"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 GitLab processes get slower."
"We had to write GitLab configuration files, commands and conditions, in a YML format. I would like configuration of a YML file to be done via UI rather than a code file."
"The solution should be more cloud-native and have more cloud-native capabilities and features."
"It can be free for commercial use."
"The documentation in GitLab could be improved a bit."
"There are some challenges with repository file management as GitLab may struggle to manage larger files."
"The solution needs more ports, more speed, and more gigabytes."
"Sometimes, when you configure parameters the hardware can't run, it will get stuck at those points without telling you what happened. It would be helpful if the error reporting provided more details about why the test setting is not running. It would be nice if there were a space in the hardware module for you to add some external hardware for more rigorous testing."
"CyberFlood's accessibility and support for multiple browsers could be better."
"The user interface could be improved to facilitate easier navigation."
"The initial setup is not straightforward and can be quite challenging."
"I would also like to see updates on a more frequent schedule."
 

Pricing and Cost Advice

"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."
"In total, I believe we have more than 300 licenses spread over about 100 users, though I can't comment on the costs involved."
"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."
"The solution is based on a subscription model and is reasonably priced."
"The initial setup cost is excellent and you can add the premium features later."
"GitLab is highly priced for smaller teams, but it's okay if considering a user base of thousands."
"My company uses the free version of GitLab, which is GitLab Community Edition. There is a licensed version also available for GitLab."
"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."
"CyberFlood is reasonably priced."
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Top Industries

By visitors reading reviews
Financial Services Firm
13%
Manufacturing Company
11%
Government
7%
Computer Software Company
7%
Comms Service Provider
12%
Outsourcing Company
12%
Manufacturing Company
10%
Healthcare Company
7%
 

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.
What needs improvement with Spirent CyberFlood?
The user interface could be improved to facilitate easier navigation. The most significant issue I encounter with the solution is the user interface. It would be beneficial if I could remain on one...
What is your primary use case for Spirent CyberFlood?
I have been using the solution for a year now. The customers I work with are focused on both custom test assurance and test automation. The solution is utilized in the financial services sector and...
What advice do you have for others considering Spirent CyberFlood?
The language barrier and time difference pose significant issues with customer support. The price is competitive. The biggest benefits I find are test assurance, the reliability of the test results...
 

Also Known As

Fuzzit
CyberFlood Virtual, Spirent Mu Dynamics Application Security Testing, Mu Dynamics Application Security Testing
 

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
Digicel
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