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

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

"The most valuable feature is the continuous monitoring aspect: the fact that we don't have to wait for scans to complete for the tool to identify vulnerabilities. They're automatically identified through developers' business-as-usual processes."

"One of the key takeaways is that in order to have a secure application, you cannot rely on just the pentest, vulnerability assessments, and the periodicity of the reviews; you need the real-time feedback on that, and Contrast Assess offers that."

"When we access the application, it continuously monitors and detects vulnerabilities."

"In our most critical applications, we have a deep dive in the code evaluation, which was something we usually did with periodic vulnerability assessments, code reviews, etc. Now, we have real time access to it. It's something that has greatly enhanced our code's quality. We have actually embedded a KPI in regards to the improvement of our code shell. For example, Contrast provides a baseline where libraries and the usability of the code are evaluated, and they produce a score. We always aim to improve that score. On a quarterly basis, we have added this to our KPIs."

"The solution is very accurate in identifying vulnerabilities. In cases where we are performing application assessment using Contrast Assess, and also using legacy application security testing tools, Contrast successfully identifies the same vulnerabilities that the other tools have identified but it also identifies significantly more. In addition, it has visibility into application components that other testing methodologies are unaware of."

"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."

"Contrast was a very complete solution; it met all of our technical requirements and it was really the only IAST product that felt like a real product."

More Contrast Security Assess pros

"The most valuable features of GitLab are the CI/CD pipeline and code management."

"The solution's most valuable feature is that it is compatible with GitHub. The product's integration capabilities are sufficient for our small company of 35 people."

"The most valuable features of GitLab are ease of use and highly intuitive UI and performance."

"I like GitLab's security and SAS tools."

"We like the automatic deployment for different environments."

"The scalability is good."

"I have found the most valuable feature is security control. I also like the branching and cloning software."

"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."

More GitLab pros

Cons

"Contrast Security Assess covers a wide range of applications like .NET Framework, Java, PSP, Node.js, etc. But there are some like Ubuntu and the .NET Core which are not covered."

"Contrast's ability to support upgrades on the actual agents that get deployed is limited. Our environment is pretty much entirely Java. There are no updates associated with that. You have to actually download a new version of the .jar file and push that out to your servers where your app is hosted. That can be quite cumbersome from a change-management perspective."

"The solution needs to improve flexibility...The scalability of the product is a problem in the solution, especially from a commercial perspective."

"To instrument an agent, it has to be running on a type of application technology that the agent recognizes and understands. It's excellent when it works. If we're using an application that is using an unsupported technology, then we can't instrument it at all. We do use PHP and Contrast presently doesn't support that, although it's on their roadmap. My primary hurdle is that it doesn't support all of the technologies that we use."

"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."

"My primary hurdle is that it doesn't support all of the technologies that we use."

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

"Personalization of the board and how to make it appealing to an organization is something that could be done on their end."

More Contrast Security Assess cons

"It would be really good if they integrated more features in application security."

"Technologies are always changing. Nowadays, new things like serverless computing and workload management have emerged. We have noticed a few gap items for faster service delivery. For example, we do user interface testing in the latest team and automate it using some tools. Recently, we integrated a tool with user interface testing, which can simulate a multi-user environment. So, we would like to see more integration with different platforms."

"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."

"While GitLab is a great tool for developers, it lacks project planner features. Roadmaps and Gantt charts in GitLab are not as advanced as in Jira, and changing start and end dates is more laborious in GitLab."

"As a partner, sometimes it's difficult to get support. They have a really complicated procedure for their support."

"There was a problem with the build environment when we were looking at developing iOS applications. iOS builds require Mac machines and there are no Mac machines provided by GitLab in their cloud."

"It's more related to the supporting layer of features, such as issue management and issue tracking. We tend to always use, for example, Jira next to it."

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

More GitLab cons

Pricing and Cost Advice

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

"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."

"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."

"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 price of GitLab could be better, it is expensive."

"This is an open-source solution."

"We are using the open-source version."

"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."

"The solution is based on a licensing model that includes technical support and is paid annually."

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

"The solution is free."

"The price is okay."

More GitLab pricing and cost advice

See which vendors are best for you

Use our free recommendation engine to learn which Application Security Tools solutions are best for your needs.

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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.

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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

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Also Known As

Contrast Assess

Fuzzit

Overview

Contrast Security Assess is an IAST platform known for accurate vulnerability detection. It integrates into development workflows, offering real-time insights into security issues with minimal false positives, supporting legacy applications and enhancing code security visibility.

Designed to integrate seamlessly into DevOps workflows, Contrast Security Assess automates real-time vulnerability detection and reduces false positives through its powerful IAST features. By continuously monitoring vulnerabilities, it provides a robust option for securing legacy applications and identifying vulnerabilities without lengthy scans. This cloud-hosted platform supports numerous programming languages, making it versatile for security testing across enterprise environments. Users benefit from detailed reports that pinpoint exact code locations requiring remediation, enhancing speed and efficiency in addressing security concerns.

What are the key features of Contrast Security Assess?

IAST Technology: Delivers accurate vulnerability detection with reduced false positives.
Seamless Integration: Integrates into development processes, supporting real-time vulnerability detection.
Open Source Security: Analyzes third-party libraries for vulnerabilities.
Continuous Monitoring: Provides valuable insights with real-time security feedback for developers.
API Interface: Enhances operational efficiency and streamlining with minimal false positives.

What benefits should users look for in reviews?

Enhanced Security Visibility: Offers comprehensive insights across application environments.
Speed and Efficiency: Quick identification and remediation of vulnerabilities accelerate development.
Operational Streamlining: Seamless integration into DevOps workflows improves productivity.
Legacy Application Support: Effective for securing existing applications with ongoing monitoring.

Companies in industries requiring high levels of application security, such as finance and healthcare, implement Contrast Security Assess for its ability to enhance visibility and detect vulnerabilities early in the development lifecycle. Its seamless integration with DevOps processes makes it ideal for environments that prioritize agility while maintaining stringent security standards.

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