GitLab vs Spirent CyberFlood [EOL] comparison

GitLab and Keysight Technologies are both solutions in the Application Security Tools category. Additionally, 97% of GitLab users are willing to recommend the solution, compared to 100% of Keysight Technologies users who would recommend it.

GitLab

Read 91 GitLab reviews

17,819 Views
3,029 Comparison Views

97% willing to recommend

Spirent CyberFlood [EOL]

Read 5 Spirent CyberFlood [EOL] reviews

100% willing to recommend

GitLab

Spirent CyberFlood [EOL]

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Executive SummaryUpdated on Oct 22, 2025

Spirent CyberFlood EOL and GitLab serve distinct roles, focusing on cybersecurity testing and DevOps lifecycle management, respectively. GitLab holds an advantage in versatility with its extensive features supporting more stages of the software development process.

Features: Spirent CyberFlood EOL is known for its traffic generator, call flow function, and user-friendliness. CyberFlood is also appreciated for its robust compliance testing capabilities. GitLab offers a repository and containerized approach, easy dashboard interface, and powerful CI/CD pipeline management, enhancing its DevOps capabilities.

Room for Improvement: Spirent CyberFlood EOL could enhance user interface experience, diversify testing features beyond cybersecurity, and simplify integration processes. GitLab might benefit from expanding its feature set, better branch control, and addressing interface usability to foster non-technical user engagement.

Ease of Deployment and Customer Service: GitLab is favored for its effortless deployment and broad customer support, catering to various workflows seamlessly. Spirent CyberFlood EOL offers specialized support for cybersecurity but may require more expertise during deployment, demanding a specialized skill set.

Pricing and ROI: Spirent CyberFlood EOL is an economically viable solution focused on cybersecurity ROI. GitLab's potentially higher cost is offset by substantial efficiencies gained throughout the development lifecycle, promising greater long-term ROI with its integrated and cohesive approach.

To learn more, read our detailed Application Security Tools Report (Updated: February 2026).

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Application Security Tools

February 2026

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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

6.9

Number of Reviews

Ranking in other categories

Application Security Tools (8th), Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (5th), Rapid Application Development Software (9th), Software Composition Analysis (SCA) (4th), 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

Ranking in other categories

No ranking in other categories

Featured Reviews

BasilJiji

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.

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Jos Badimo

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.

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Quotes from Members

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

Pros

"I have found the most valuable features of GitLab are the GitClone, GitPush, GitPull, GitMatch, GitMit, GitCommit, and GitStatus."

"The most valuable functionality of GitLab, for me, is the DevOps. Besides the normal source control based on Git, I find the Auto DevOps features most important in the solution."

"The code merging capability is something that we use very frequently."

"The solution makes the CI/CD pipelines easy to execute."

"Of all available products, it was the easiest to use and easy to install."

"The CI/CD pipeline with Helm has significantly improved deployment speed and efficiency."

"Using GitLab for this DevOps workflow has significantly improved my efficiency and my team's efficiency by centralizing the entire DevOps workflow, code, CI/CDs, reviews, and deployments in one platform."

"GitLab is being used as a repository for our codebase and it is a one stop DevOps tool we use in our team."

More GitLab pros

"The testing compliance feature is particularly impressive."

"CyberFlood's best features are its user-friendliness and scheduling function."

"Our customers use it to check for unauthorized file transfer."

"The feature I find most valuable is the traffic generator."

"The testing compliance feature is particularly impressive."

"CyberFlood is flexible."

Cons

"The licensing model could be improved to be more accommodating in terms of user numbers and costs."

"We would like to generate document pages from the sources."

"I'm new to GitLab, so I would appreciate more documentation about the code and commands."

"In the free version, when a merge request is raised, there is no way to enforce certain rules. We can't enforce that this merge request must be reviewed or approved by two or three people in the team before it is pushed to the master branch. That's why we are exploring using some agents."

"I would like to see better integration with project management tools such as Jira."

"It would be better if there weren't any outages. There are occasions where we usually see a lot of outages using GitLab. It happens at least once a week or something like that. Whatever pipelines you're running, to check the logs, you need to have a different set of tools like Argus or something like that. If you have pipelines running on GitLab, you need a separate service deployed to view the logs, which is kind of a pain. If the logs can be used conveniently on GitLab, that would be definitely helpful. I'm not talking about the CI/CD pipelines but the back-end services and microservices deployed over GitLab. To view the logs for those microservices, you need to have separate log viewers, which is kind of a pain."

"It should be used by a larger number of people. They should raise awareness."

"The documentation could be improved to help newcomers better understand things like creating new branches."

More GitLab cons

"The solution needs more ports, more speed, and more gigabytes."

"The initial setup is not straightforward and can be quite challenging."

"I would also like to see updates on a more frequent schedule."

"CyberFlood's accessibility and support for multiple browsers could be better."

"The user interface could be improved to facilitate easier navigation."

"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."

Pricing and Cost Advice

"It is very expensive. We can't bear it now, and we have to find another solution. We have a yearly subscription in which we can increase the number of licenses, but we have to pay at the end of the year."

"This product is not very expensive but the price can be better."

"We are currently using the open-source version."

"The solution's pricing is acceptable."

"In total, I believe we have more than 300 licenses spread over about 100 users, though I can't comment on the costs involved."

"GitLab is an open-source solution."

"My company uses the free version of GitLab, which is GitLab Community Edition. There is a licensed version also available for GitLab."

"There are different licensing options available, including a free limited-user license."

More GitLab pricing and cost advice

"CyberFlood is reasonably priced."

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Top Industries

By visitors reading reviews

Financial Services Firm

14%

Computer Software Company

12%

Government

11%

Manufacturing Company

11%

Comms Service Provider

14%

Manufacturing Company

14%

Government

Performing Arts

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	36
Midsize Enterprise	10
Large Enterprise	46

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.

See all answers

What is your experience regarding pricing and costs for GitLab?

The setup cost was moderate and not very high. For GitLab SaaS, the initial setup cost was minimal, while self-managed GitLab involved infrastructure, VM storage backups, runner configuration, and ...

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What needs improvement with GitLab?

A pain point I have encountered with GitLab is that large GitLab-ci.yml files become hard to read and maintain. YAML syntax is strict, and errors are easy to make, while debugging pipeline logic ca...

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What needs improvement with Spirent CyberFlood?

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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...

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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...

See all answers

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Product Reports

Buyer's Guide

GitLab

January 2026

Download GitLab product report

Buyer's Guide

Application Security Tools

February 2026

Download Spirent CyberFlood [EOL] product report

Also Known As

Fuzzit

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

Overview

GitLab offers a secure and user-friendly platform for CI/CD pipeline management, code repository control, and collaboration, enhancing development speed and efficiency. It facilitates automation with extensive customization and tool integration, ideal for DevOps processes.

GitLab supports source code management, version control, and collaborative development. It's frequently used in CI/CD processes to automate builds and deployments while integrating DevOps practices. GitLab allows companies to manage repositories, automate pipelines, conduct code reviews, and maintain development lifecycles. The platform supports infrastructure and configuration management, enabling efficient code collaboration, deployment automation, and comprehensive repository handling. Many organizations commit and deploy developed code using GitLab's capabilities.

What are GitLab's most valuable features?

CI/CD Pipeline Management: Streamlines development through automated testing and deployment.
User-Friendly Interface: Ensures ease of collaboration and task automation.
Code Merging and Branching: Facilitates smooth code integration and version control.
Security Platform: Provides strong security features for safe development.
Tool Integration: Enhances functionality with diverse tool integration.

What benefits should users evaluate?

Development Speed: Accelerates processes through automation.
Collaboration Ease: Simplifies team interactions and workflow.
Customization Options: Offers extensive personalization for specific needs.
Comprehensive Documentation: Provides detailed guidance for users.
Secure Platform: Maintains integrity with robust security features.

In specific industries, GitLab serves as a backbone for source code management and CI/CD implementation. Companies leverage its capabilities for infrastructure management and deployment automation, thus streamlining project delivery timelines. Its ability to handle configuration management and code repositories effectively aids in maintaining development lifecycles, making it a preferred choice for organizations committed to enhancing their DevOps practices.

GitLab

Spirent CyberFlood [EOL] effectively minimizes network monitoring tasks with its impressive traffic generator and call flow function. Known for its user-friendliness, it supports network security testing and compliance across public and private clouds for large enterprises.

Users find Spirent CyberFlood [EOL] beneficial for comprehensive security evaluations, particularly in compliance and product testing. Its capabilities in generating SSL traffic assist in cybersecurity assessments, demonstrating flexibility and ease of use. The platform supports custom test assurance and automation, allowing financial and public sectors to enhance their cybersecurity measures. Despite its advantages, users desire improvements in ports, speed, multilingual support, browser accessibility, error reporting, and interface navigation.

What features does Spirent CyberFlood [EOL] offer?

Traffic Generator: Minimizes network monitoring tasks effectively.
Call Flow Function: Simplifies network processes for better management.
User-Friendliness: Enhances scheduling and usage efficiency.
Compliance Testing: Aids in product and compliance examinations.
Unauthorized File Transfer Monitoring: Ensures superior compliance performance.

What benefits should be considered in user reviews?

Flexibility: Supports diverse network security testing scenarios.
Performance: Delivers reliable compliance enforcement capabilities.
Comprehensive Testing: Addresses small to large enterprise security needs.
Enhanced Automation: Benefits public and financial sectors for test assurance.

Spirent CyberFlood [EOL] is instrumental in enterprise environments within public and private sectors, offering robust network security testing and automation support. Large enterprises in financial industries utilize it to ensure cybersecurity standards, especially in cloud environments.

Keysight Technologies

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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Application Security Tools

February 2026

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