Contrast Security Assess vs GitLab comparison

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Contrast Security Assess

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Executive SummaryUpdated on Feb 8, 2026

Contrast Security Assess and GitLab compete in the application security and DevOps integration market. GitLab appears to have an advantage owing to its comprehensive DevOps features.

Features: Contrast Security Assess offers real-time application security monitoring, automated vulnerability detection, and an interactive application security testing (IAST) feature that minimizes false positives. GitLab, on the other hand, provides extensive DevOps capabilities, including CI/CD pipelines, repository management, and built-in security, appealing to organizations needing a broadened platform with its seamless integration and automation.

Room for Improvement: Contrast Security Assess could enhance its user interface and expand beyond security-focused applications. It might also improve integration with third-party tools. GitLab could work on optimizing its performance for large-scale operations, streamline some complex features, and reduce pricing to appeal to smaller organizations.

Ease of Deployment and Customer Service: Contrast Security Assess offers cloud-based deployment with highly rated support services focused on personalized assistance. GitLab allows for both on-premises and cloud-based configurations and offers comprehensive documentation and support teams, excelling in deployment versatility.

Pricing and ROI: Contrast Security Assess typically has lower setup costs, making it attractive for security-focused organizations seeking cost efficiency. GitLab, with its higher price, justifies the expense with its broad range of features, offering significant ROI for enterprises with diverse DevOps needs.

To learn more, read our detailed Contrast Security Assess vs. GitLab Report (Updated: April 2026).

Contrast Security Assess vs. GitLab

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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

Contrast Security Assess

Ranking in Application Security Tools

31st

Ranking in Static Application Security Testing (SAST)

27th

Average Rating

8.8

Reviews Sentiment

7.2

Number of Reviews

Ranking in other categories

No ranking in other categories

GitLab

Ranking in Application Security Tools

7th

Ranking in Static Application Security Testing (SAST)

4th

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Build Automation (1st), Release Automation (2nd), Rapid Application Development Software (10th), Software Composition Analysis (SCA) (4th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)

Mindshare comparison

As of April 2026, in the Application Security Tools category, the mindshare of Contrast Security Assess is 1.5%, up from 0.6% compared to the previous year. The mindshare of GitLab is 1.9%, down from 3.2% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Security Tools Mindshare Distribution
Product	Mindshare (%)
GitLab	1.9%
Contrast Security Assess	1.5%
Other	96.6%

Application Security Tools

Featured Reviews

ToddMcAlister

Lead Application and Data Security Engineer at a insurance company with 5,001-10,000 employees

It has an excellent API interface to pull APIs.

Assess has brought our development time down because it helps create code the first time. Instead of going through the Jenkins process to build an application, they can see right off the bat that if there are errors in the code and fix them before it even goes to build.

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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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Quotes from Members

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

Pros

"No other tool does the runtime scanning like Contrast does. Other static analysis tools do static scanning, but Contrast is runtime analysis, when the routes are exercised. That's when the scan happens. This is a tool that has a very unique capability compared to other tools. That's what I like most about Contrast, that it's runtime."

"Overall, the product is strong and improving, support is responsive and effective, and supported integrations work for many customers."

"By far, the thing that was able to provide value was the immediate response while testing ahead of release, in real-time."

"The accuracy of the solution in identifying vulnerabilities is better than any other product we've used, far and away."

"From a percentage perspective, somewhere around 90 percent of the time we used to spend has been given back to our team, because the false positive rate with Contrast is less than 5 percent."

"I am impressed with the product's identification of alerts and vulnerabilities."

"The time it saves us is on the order of one US-based FTE, a security person at an average pay level, and at a bare minimum Contrast helps us like that resource; it's like having a CISSP guy, in the US, on our payroll."

"This has changed the way that developers are looking at usage of third-party libraries, upfront. It's changing our model of development and our culture of development to ensure that there is more thought being put into the usage of third-party libraries."

More Contrast Security Assess pros

"The solution has an established roadmap that lays out its plans for upgrades over the next two to three years."

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

"My advice for others looking into this product is to go for it; GitLab is the future."

"The CI/CD process is very efficient."

"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."

"Using GitLab is important to help provide a more secure and reliable environment for developers working with information in the cloud."

"Because of the simplicity of the product, GitLab is better than Jenkins."

"Key features allow creation of well-presented Wiki that includes ideas, development, and domains."

More GitLab pros

Cons

"I think there was activity underway to support the centralized configuration control. There are ways to do it, but I think they were productizing more of that."

"Personalization of the board and how to make it appealing to an organization is something that could be done on their end. The reports could be adaptable to the customer's preferences."

"The product's retesting part needs improvement. The tool also needs improvement in the suggestions provided for fixing vulnerabilities. It relies more on documentation rather than on quick fixes."

"The out-of-the-box reporting could be improved. We need to write our own APIs to make the reporting more robust."

"I would like to see them come up with more scanning rules."

"The out-of-the-box reporting could be improved. We need to write our own APIs to make the reporting more robust."

"The setup of the solution is different for each application. That's the one thing that has been a challenge for us. The deployment itself is simple, but it's tough to automate because each application is different, so each installation process for Contrast is different."

"I think there was activity underway to support the centralized configuration control. There are ways to do it, but I think they were productizing more of that."

More Contrast Security Assess cons

"The only thing our company is really waiting on in terms of features is the development of metrics."

"GitLab should include more features because, during the pandemic, companies like Google introduced more features."

"It is a little complex to set up the pipelines within the solution."

"The solution could improve by having better integration."

"The solution does not have many built-in functions or variables so scripting is required and that is a drawback."

"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 with variable environments."

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

"The integration could be slightly better."

More GitLab cons

Pricing and Cost Advice

"The product's pricing is low. I would rate it a two out of ten."

"I like the per-application licensing model... We just license the app and we look at different vulnerabilities on that app and we remediate within the app. It's simpler."

"The good news is that the agent itself comes in two different forms: the unlicensed form and the licensed form. Unlicensed gives use of that software composition analysis for free. Thereafter, if you apply a license to that same agent, that's when the instrumentation takes hold. So one of my suggestions is to do what we're doing: Deploy the agent to as many applications as possible, with just the SCA feature turned on with no license applied, and then you can be more choosy and pick which teams will get the license applied."

"For what it offers, it's a very reasonable cost. The way that it is priced is extremely straightforward. It works on the number of applications that you use, and you license a server. It is something that is extremely fair, because it doesn't take into consideration the number of requests, etc. It is only priced based on the number of onboarded applications. It suits our model as well, because we have huge traffic. Our number of applications is not that large, so the pricing works great for us."

"You only get one license for an application. Ours are very big, monolithic applications with millions of lines of code. We were able to apply one license to one monolithic application, which is great. We are happy with the licensing. Pricing-wise, they are industry-standard, which is fine."

"It's a tiered licensing model. The more you buy, as you cross certain quantity thresholds, the pricing changes. If you have a smaller environment, your licensing costs are going to be different than a larger environment... The licensing is primarily per application. An application can be as many agents as you need. If you've got 10 development servers and 20 production servers and 50 QA servers, all of those agents can be reporting as a single application that utilizes one license."

"The solution is expensive."

"The solution's pricing is acceptable."

"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."

"I'm not aware of the licensing costs because those were covered by the customer."

"The initial setup cost is excellent and you can add the premium features later."

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

"The solution is based on a subscription model and is reasonably priced."

"This is an open-source solution."

More GitLab pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

17%

Manufacturing Company

11%

Comms Service Provider

Computer Software Company

Financial Services Firm

14%

Manufacturing Company

10%

Computer Software Company

10%

Government

10%

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	2
Midsize Enterprise	3
Large Enterprise	6

By reviewers
Company Size	Count
Small Business	37
Midsize Enterprise	11
Large Enterprise	46

Questions from the Community

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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 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...

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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...

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Product Reports

Contrast Security Assess

Download Contrast Security Assess product report

Download GitLab product report

Also Known As

Contrast Assess

Fuzzit

Overview

Contrast Security is the world’s leading provider of security technology that enables software applications to protect themselves against cyberattacks, heralding the new era of self-protecting software. Contrast's patented deep security instrumentation is the breakthrough technology that enables highly accurate assessment and always-on protection of an entire application portfolio, without disruptive scanning or expensive security experts. Only Contrast has sensors that work actively inside applications to uncover vulnerabilities, prevent data breaches, and secure the entire enterprise from development, to operations, to production.

Contrast Security

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.

Sample Customers

Williams-Sonoma, Autodesk, HUAWEI, Chromeriver, RingCentral, Demandware.

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

Contrast Security Assess vs. GitLab