Contrast Security Assess vs GitLab comparison

Contrast Security and GitLab are both solutions in the Application Security Tools category. Contrast Security is ranked #31, while GitLab is ranked #6 with an average rating of 8.3. Contrast Security holds a 1.6% mindshare in AS, compared to GitLab’s 2.0% mindshare. Additionally, 100% of Contrast Security users are willing to recommend the solution, compared to 97% of GitLab users who would recommend it.

Contrast Security Assess

Read 11 Contrast Security Assess reviews

3,510 Views
2,492 Comparison Views

100% willing to recommend

GitLab

Read 91 GitLab reviews

21,201 Views
3,816 Comparison Views

97% willing to recommend

Contrast Security Assess

GitLab

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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).

Buyer's Guide

Contrast Security Assess vs. GitLab

April 2026

Download the complete report

Helped 896,692 peers since 2012

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)

26th

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

6th

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 (2nd), Release Automation (2nd), Rapid Application Development Software (11th), Software Composition Analysis (SCA) (4th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)

Mindshare comparison

As of June 2026, in the Application Security Tools category, the mindshare of Contrast Security Assess is 1.6%, up from 0.6% compared to the previous year. The mindshare of GitLab is 2.0%, down from 3.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Security Tools Mindshare Distribution
Product	Mindshare (%)
GitLab	2.0%
Contrast Security Assess	1.6%
Other	96.4%

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.

Read full review

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.

Read full review

Quotes from Members

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

Pros

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

"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."

"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."

"The accuracy of the solution in identifying vulnerabilities is better than any other product we've used, far and away. In our internal comparisons among different tools, Contrast consistently finds more impactful vulnerabilities, and also identifies vulnerabilities that are nearly guaranteed to be there, meaning that the chance of false positives is very low."

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

"We use the Contrast OSS feature that allows us to look at third-party, open-source software libraries, because it has a cool interface where you can look at all the different libraries. It has some really cool additional features where it gives us how many instances in which something has been used... It tells us it has been used 10 times out of 20 workloads, for example. Then we know for sure that OSS is being used."

"Assess has brought our development time down because it helps create code the first time."

"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

"We have been using this solution for more than five years, and it is deployed on cloud."

"The solution's service delivery model is fantastic."

"GitLab is a solution for source code management, container registry, pipelines, testing, and deployment."

"GitLab is very useful for pipelines, continuous integration, and continuous deployment."

"GitLab has better support, and its features are superior compared to Jenkins."

"They incorporate new features every September, and they have introduced their own code editor and AI features."

"The most valuable features of Gitlab are integration with CIE and the ability to rapidly deploy solutions, projects, and applications."

"GitLab is very well-organized and easy to use. Also, it offers most features that customers need."

More GitLab pros

Cons

"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."

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

"Regarding the solution's OSS feature, the one drawback that we do have is that it does not have client-side support. We'll be missing identification of libraries like jQuery or JavaScript, and such, that are client-side."

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

"Their level of support and troubleshooting for the product is limited because of how they handle troubleshooting. It's done through a log file that's very cumbersome to work with."

"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."

"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."

"Regarding the solution's OSS feature, the one drawback that we do have is that it does not have client-side support."

More Contrast Security Assess cons

"The initial setup was quite challenging because it takes some time to understand how to pull out or push the code."

"GitLab can improve its user interface to make conflict resolution more user-friendly."

"GitLab could add a plugin to integrate with Kubernetes stuff."

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

"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."

"The only feature I have used in GitLab that I thought could be improved is their code generation feature."

"There are some challenges with repository file management as GitLab may struggle to manage larger files."

"We have only seen a couple of issues on Gitlab, which we use for building some of the applications."

More GitLab cons

Pricing and Cost Advice

"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 solution is expensive."

"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."

"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."

"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."

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

"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."

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

"We are using its free version, and we are evaluating its Premium version. Its Ultimate version is very expensive."

"Regarding pricing, I would rate GitLab as moderately priced, maybe around a seven or eight out of ten. It could be more flexible for clients but generally offers good value."

"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."

"GitLab is an open-source solution."

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

"GitLab is a free solution to use."

More GitLab pricing and cost advice

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Top Industries

By visitors reading reviews

Financial Services Firm

18%

Manufacturing Company

11%

Comms Service Provider

Construction Company

Financial Services Firm

14%

Manufacturing Company

10%

Government

10%

Computer Software Company

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	38
Midsize Enterprise	10
Large Enterprise	49

Questions from the Community

Ask a question

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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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What is your primary use case for GitLab?

My main use case for GitLab is as a version control system that we are using. Currently, I am working on an end-to-end AI pipeline, and I have deployed my whole code using GitLab so that all things...

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Compared 4% of the time

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Compared 3% of the time

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Compared 42% of the time

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Compared 2% of the time

Tekton vs GitLab

Compared 2% of the time

TeamCity vs GitLab

Compared 2% of the time

Jenkins vs GitLab

Compared 2% of the time

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Product Reports

Buyer's Guide

Contrast Security Assess

May 2026

Download Contrast Security Assess product report

Buyer's Guide

GitLab

May 2026

Download GitLab product report

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.

GitLab

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

Buyer's Guide

Contrast Security Assess vs. GitLab

April 2026

Free Report: Contrast Security Assess vs. GitLab

Find out what your peers are saying about Contrast Security Assess vs. GitLab and other solutions. Updated: April 2026.

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