No more typing reviews! Try our Samantha, our new voice AI agent.

Contrast Security Assess vs GitLab comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Feb 8, 2026

Review summaries and opinions

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

ROI

Sentiment score
6.8
Contrast Security Assess enhances security, reduces costs, improves code quality, and speeds up remediation with continuous scanning and automated triaging.
Sentiment score
6.3
GitLab boosts ROI by enhancing DevOps performance, reducing deployment time, and facilitating frequent, efficient, and agile releases.
Contrast has probably saved us a couple hundred hours over the past six years.
Threat & Vulnerability Management Senior Analyst at a tech vendor with 10,001+ employees
In the past, my company employed five security engineers, but with Contrast Security Assess, we only have two people.
Dev Ops Engineer at a tech vendor with 1,001-5,000 employees
The speed of fixing issues is significantly improved due to the vast amount of information provided by Contrast Security Assess, making it quite essential for finding the root cause of problems in the source code.
Management Of Quality Managers at a tech vendor with 1,001-5,000 employees
Migrating to GitLab is bringing time-saving benefits, and everything is easier to automate.
IT Manager at a tech company with 5,001-10,000 employees
We have saved time significantly, reducing deployment time from four hours to five minutes per deployment.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
In terms of operational efficiency, a ten to twenty percent increase in speed could quite easily be seen from using the Issues and Epics tracking feature.
Cloud Ops Lead at a tech vendor with 10,001+ employees
 

Customer Service

Sentiment score
8.4
Contrast Security Assess is praised for responsive and knowledgeable support, though some suggest improved response times for ticket management.
Sentiment score
6.6
GitLab support is praised for responsiveness, with community forums aiding open-source users; license impacts direct support access.
They go out of their way to respond quickly and very knowledgeably.
Threat & Vulnerability Management Senior Analyst at a tech vendor with 10,001+ employees
Customer support is one of the strongest points of Contrast Security Assess, as they are really responsive and answer tickets in less than one hour.
Management Of Quality Managers at a tech vendor with 1,001-5,000 employees
Contrast Security's customer support is very active and overall incredible.
Dev Ops Engineer at a tech vendor with 1,001-5,000 employees
We have rarely needed to escalate issues to technical support since GitLab usually runs seamlessly.
AWS DevOps/ Site Reliability Engineer at a tech services company with 10,001+ employees
I have interacted with architects for some advice during the implementation, and they were prompt in their response.
Platform Engineer & Manager at a computer software company with 51-200 employees
I have had meetings where they taught me, explained things, and provided guidance for starting from scratch.
IT Manager at a tech company with 5,001-10,000 employees
 

Scalability Issues

Sentiment score
8.0
Contrast Security Assess excels in scalability and flexibility, though integration and automation enhancements could boost deployment efficiency.
Sentiment score
7.3
GitLab is praised for scalability and flexibility in deployment, with some challenges in on-premises setups, requiring specific skills.
It is fairly simple to install the agents for Contrast Security Assess and keep them updated.
Threat & Vulnerability Management Senior Analyst at a tech vendor with 10,001+ employees
Contrast Security Assess's scalability is not an issue at all.
Management Of Quality Managers at a tech vendor with 1,001-5,000 employees
It has all the features required for our coding and deployment needs, which makes it scalable to our changing requirements.
Senior Application Developer at IBM
We're transitioning to OpenShift for future scalability with increased user numbers.
Platform Engineer & Manager at a computer software company with 51-200 employees
For scaling, other deployment options from GitLab's side need to be adopted.
Manager, Engineering at a retailer with 10,001+ employees
 

Stability Issues

Sentiment score
7.9
Contrast Security Assess offers high stability, efficient traffic handling, minimal maintenance, and enhanced accuracy with few environment-specific issues.
Sentiment score
8.2
GitLab is praised for high stability, minimal issues, and effective support, maintaining reliability across diverse setups.
Contrast Security Assess is genuinely more accurate than most tools I have worked with because it uses instrumentation from inside the application.
Dev Ops Engineer at a tech vendor with 1,001-5,000 employees
We opened a ticket to customer support and experienced four weeks of disruption due to the extension malfunctioning in some of the .NET servers running Contrast Security Assess.
Management Of Quality Managers at a tech vendor with 1,001-5,000 employees
I have not encountered any performance or stability issues with GitLab so far.
AWS DevOps/ Site Reliability Engineer at a tech services company with 10,001+ employees
The updates are frequent and demanding, happening at least once a week due to security reasons.
Chief Technology Officer at Acclym
We raised a request with GitLab support, but they were unable to help because they could not find the root cause of what went wrong.
Assistant Manager at a tech vendor with 10,001+ employees
 

Room For Improvement

Contrast Security Assess needs better documentation, technology support, integration, reporting, and pricing to enhance usability for larger organizations.
GitLab should enhance cloud integration, UI, documentation, and tool integration while improving performance, simplicity, pricing, and security options.
Regarding Contrast Security Assess's AI capabilities, I think they are missing a huge opportunity because they could lead the way in automatic testing and AI security testing.
Management Of Quality Managers at a tech vendor with 1,001-5,000 employees
I would love to see more customizable, out-of-the-box reporting that speaks to both technical and non-technical people without extra configuration.
Dev Ops Engineer at a tech vendor with 1,001-5,000 employees
Contrast support has been great in fixing any issues or getting back to us with questions.
Threat & Vulnerability Management Senior Analyst at a tech vendor with 10,001+ employees
It would be beneficial to have a user-friendly interface for setting up these configurations, instead of just writing YAML files.
IT Manager at a tech company with 5,001-10,000 employees
It is essential to conduct proper testing, such as unit tests and code coverage, within the SDLC pipelines.
Manager, Engineering at a retailer with 10,001+ employees
GitLab can improve its user interface to make conflict resolution more user-friendly.
Senior Application Developer at IBM
 

Setup Cost

Contrast Security Assess offers flexible tiered licensing per application, ranging from $20,000 to $100,000 annually, enhancing cost management.
GitLab provides flexible pricing with valued features but may seem costly for larger teams, offering free and premium options.
The annual licensing for Contrast Security Assess costs about $20,000 to $100,000 per year, and per application, it costs about $5,000 to $15,000 per year.
Dev Ops Engineer at a tech vendor with 1,001-5,000 employees
Licensing costs are fairly high compared to other DAST and SAST tools, but it seems to be worth the money.
Threat & Vulnerability Management Senior Analyst at a tech vendor with 10,001+ employees
Even when working in other small organizations, we opted for GitLab as it was cost-efficient.
Senior Application Developer at IBM
The pricing of GitLab is reasonable, aligning with what I consider to be average compared to competitors.
IT Manager at a tech company with 5,001-10,000 employees
The price is high, and it limits user accessibility.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
 

Valuable Features

Contrast Security Assess enhances security with accurate vulnerability detection, CI/CD integration, automation, and developer support, improving development efficiency.
GitLab excels in CI/CD, integration, security, and collaboration with features like unique merge requests and role-based access control.
The real-time detection feature of Contrast Security Assess helps us very well compared to traditional SAST tools. Traditional tools scan from the outside and guess where problems might be. Contrast Security Assess works from the inside because it is embedded into the application.
Dev Ops Engineer at a tech vendor with 1,001-5,000 employees
The ability to see what is going on and what has been going on in a given application and basically get to see what is coming across it in real time is helpful in finding vulnerabilities to remediate before production deployments.
Threat & Vulnerability Management Senior Analyst at a tech vendor with 10,001+ employees
Instead of fixing each vulnerability reported independently, you can group them and fix them in a single point in the source code, resolving several vulnerabilities at once.
Management Of Quality Managers at a tech vendor with 1,001-5,000 employees
As we implement automated testing and DevSecOps, it speeds up the process by forty to sixty percent.
Platform Engineer & Manager at a computer software company with 51-200 employees
The Ultimate version offers enhanced features for security scanning through DAST and SAST analysis, which have greatly benefitted our project workflow.
IT Software Architect at ANAC - Autorità Nazionale Anticorruzione
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.
Manager, Engineering at a retailer with 10,001+ employees
 

Categories and Ranking

Contrast Security Assess
Ranking in Application Security Tools
25th
Ranking in Static Application Security Testing (SAST)
21st
Average Rating
8.6
Reviews Sentiment
6.8
Number of Reviews
15
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
91
Ranking in other categories
Build Automation (3rd), Release Automation (2nd), Rapid Application Development Software (12th), Software Composition Analysis (SCA) (4th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
 

Mindshare comparison

As of August 2026, in the Application Security Tools category, the mindshare of Contrast Security Assess is 1.7%, up from 0.7% compared to the previous year. The mindshare of GitLab is 2.3%, down from 2.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Application Security Tools Mindshare Distribution
ProductMindshare (%)
GitLab2.3%
Contrast Security Assess1.7%
Other96.0%
Application Security Tools
 

Featured Reviews

Eucharia Okafor - PeerSpot reviewer
Dev Ops Engineer at a tech vendor with 1,001-5,000 employees
Continuous in-app security has transformed our development workflow and has reduced manual checks
Contrast Security Assess changes how the team thinks about security. Instead of us waiting for a security audit at the end of any sprint, vulnerabilities surface as developers are writing and testing code. That shift is significant because fixing a bug in development costs more than fixing it later. It captures everything right there and remediates it because it catches vulnerability and remediates immediately while the application is running. It improves our collaboration between development and security teams, as developers get clear actionable findings immediately. We get continuous visibility into our application risk posture. Ultimately, it helps us to shift fast and save money, which is usually a trade-off, but Contrast Security Assess makes both possible. The feature that stands out most to me in Contrast Security Assess is the ability to capture vulnerability while the application is running. Another standout feature is the real-time detection that finds vulnerabilities as code runs. It has fewer false positives and works continuously in the application; you install it and it is there. It captures issues during development quickly and is easily integrated with a CI/CD pipeline, especially if you are using GitLab or GitHub. The real-time detection feature of Contrast Security Assess helps us very well compared to traditional SAST tools. Traditional tools scan from the outside and guess where problems might be. Contrast Security Assess works from the inside because it is embedded into the application. The agent lives inside the running application, allowing it to see exactly what is happening in real-time. This means we are getting accurate alerts instead of a long list of potential issues that require manual investigation. When it comes to the CI/CD pipeline, Contrast Security Assess really shines for our daily work, as it plugs directly into tools like Jenkins, GitHub, or Azure DevOps. When a developer commits code and triggers a build, Contrast Security Assess is already testing it in the background. If there is any vulnerability, the pipeline automatically flags or stops the application before bad code reaches production. This means security becomes everyone's responsibility, not just the security team's, and it gives us real-time, accurate security that fits into how our team already works.
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.
report
Use our free recommendation engine to learn which Application Security Tools solutions are best for your needs.
908,800 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Financial Services Firm
15%
Manufacturing Company
10%
Comms Service Provider
9%
Construction Company
8%
Financial Services Firm
14%
Manufacturing Company
10%
Government
9%
Computer Software Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise3
Large Enterprise10
By reviewers
Company SizeCount
Small Business38
Midsize Enterprise10
Large Enterprise49
 

Questions from the Community

What is your experience regarding pricing and costs for Contrast Security Assess?
Regarding pricing, setup cost, and licensing, the annual licensing for Contrast Security Assess costs about $20,000 to $100,000 per year, and per application, it costs about $5,000 to $15,000 per y...
What needs improvement with Contrast Security Assess?
Contrast Security Assess could improve in the reporting and the dashboard experience. While the data is there, pulling together an executive-level summary requires too much manual work. I would lov...
What advice do you have for others considering Contrast Security Assess?
The biggest production gain from Contrast Security Assess is the reduced costs and overhead within my company. Security feedback comes to developers instantly with Contrast Security Assess, reducin...
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...
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...
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...
 

Comparisons

 

Also Known As

Contrast Assess
Fuzzit
 

Overview

 

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
Find out what your peers are saying about Contrast Security Assess vs. GitLab and other solutions. Updated: August 2026.
908,800 professionals have used our research since 2012.