GitLab vs Polyspace Code Prover comparison

GitLab and MathWorks are both solutions in the Application Security Tools category. GitLab is ranked #11 with an average rating of 8.3, while MathWorks is ranked #23 with an average rating of 7.7. GitLab holds a 2.5% mindshare in AS, compared to MathWorks’s 1.4% mindshare. Additionally, 97% of GitLab users are willing to recommend the solution, compared to 85% of MathWorks users who would recommend it.

GitLab

Read 87 GitLab reviews

18,203 Views
2,730 Comparison Views

97% willing to recommend

Polyspace Code Prover

Read 7 Polyspace Code Prover reviews

2,275 Views
1,570 Comparison Views

85% willing to recommend

GitLab

Polyspace Code Prover

Comparison Buyer's Guide

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Executive SummaryUpdated on Oct 8, 2024

GitLab and Polyspace Code Prover are competing software tools in the tech ecosystem. GitLab has the upper hand with its lower pricing and strong user support, while Polyspace Code Prover stands out due to its specialized features aimed at safety-critical systems.

Features: GitLab provides versatile version control, continuous integration/continuous deployment, and collaborative capabilities. Polyspace Code Prover focuses on static code analysis, high precision in safety-critical systems, and thorough code verification.

Room for Improvement: GitLab users suggest enhancing performance speed, improving integration with third-party tools, and refining the user interface. Polyspace Code Prover could benefit from a more intuitive interface, better documentation for beginners, and streamlined routine tasks.

Ease of Deployment and Customer Service: GitLab is praised for its straightforward deployment process and responsive customer service. Polyspace Code Prover, while generally user-friendly, needs improved customer service responsiveness to compete with GitLab's efficiency.

Pricing and ROI: GitLab attracts users with competitive pricing, offering good ROI for small to medium-sized projects. Polyspace Code Prover justifies its higher cost with robust ROI for enterprises needing advanced code verification in high-assurance scenarios.

To learn more, read our detailed GitLab vs. Polyspace Code Prover Report (Updated: September 2025).

Buyer's Guide

GitLab vs. Polyspace Code Prover

September 2025

Download the complete report

Helped 872,706 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

GitLab

Ranking in Application Security Tools

11th

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (7th), Rapid Application Development Software (11th), Software Composition Analysis (SCA) (5th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (3rd), DevSecOps (1st)

Polyspace Code Prover

Ranking in Application Security Tools

23rd

Average Rating

7.2

Reviews Sentiment

2.3

Number of Reviews

Ranking in other categories

No ranking in other categories

Mindshare comparison

As of October 2025, in the Application Security Tools category, the mindshare of GitLab is 2.5%, down from 2.8% compared to the previous year. The mindshare of Polyspace Code Prover is 1.4%, up from 1.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Application Security Tools Market Share Distribution
Product	Market Share (%)
GitLab	2.5%
Polyspace Code Prover	1.4%
Other	96.1%

Application Security Tools

Featured Reviews

Rohit Kesharwani

Manager, Engineering at 7-Eleven

Improved agility and time to market with CI/CD enhancements

The CI/CD pipelines in GitLab are highly valuable. Another important feature is the single source of repository, allowing efficient repository management and source code management. GitLab provides manageability by allowing us to manage source code effectively through separate repositories. Additionally, GitLab enables the creation of individual CI/CD pipelines for each repository, making software more agile. 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.

Read full review

Pradeep Panchakarla

Functional Safety Engineer at a manufacturing company with 5,001-10,000 employees

A reliable solution that provides excellent features and detects memory corruption

The run time analysis process must be improved. If we do not run with the main loop, it generates its own main and doesn’t allow developers to modify the execution sequences. The solution must provide more flexibility to the developers to manipulate the runtime analysis tools. The developer must be allowed to modify the main sequence. It will be very easy for them to test their use cases. Otherwise, Polyspace generates a random main file and executes all the functions randomly.

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

"It is user-friendly, easy to use, and easy to administer."

"Their CI/CD engine is very mature. It's very comprehensive and flexible, and compared to other projects, I believe that GitLab is number one right now from that perspective."

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

"It is scalable."

"Continuous integration with deployment is very powerful, which is a significant reason for migrating from TFS to GitLab."

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

"I like GitLab from the CI/CD perspective. It is much easier to set up CI/CD and then integrate with other tools."

"GitLab's best feature is Actions."

More GitLab pros

"Polyspace Code Prover is a very user-friendly tool."

"Efficiency and speed are the advantages I see in Code Sonar over Polyspace Code Prover."

"The product detects memory corruptions."

"When we work on safety modules, it is mandatory to fulfill ISO 26262 compliance. Using Prover helps fulfill the standard on top of many other quality checks, like division by zero, data type casts, and null pointer dereferences."

"Polyspace Code Prover has made me realize it differs from other static code analysis tools because it runs the code. So it's quite distinct in that aspect."

"The outputs are very reliable."

Cons

"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. That doesn't mean that GitLab should build something similar to Jira because that will always have its place, but they could grow a bit in those kinds of supporting features. I see some, for example, covering ITSM on a DevOps team level, and that's one of the things that I and my current client would find really helpful. It's understandably not going to be their main focus and their core, and whenever you are with a company that needs a bit more advanced features on that specific topic, you're probably still going to integrate with another tool like Jira Service Management, for example. However, some basic features on things like that could be really helpful."

"I used Spring Cloud config and to connect that to GitLab was so hard."

"I would like more Agile features in the Premium version. The Premium version should have all Agile features that exist in the Ultimate version. IBM AOM has a complete Agile implementation, but in GitLab, you only have these features if you buy the Ultimate version. It would be good if we can use these in the Premium version."

"I believe there's room for improvement in the advanced features, particularly in enhancing the pipeline functionalities."

"I would like to see security increased in the future. A secure environment is very important."

"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."

"GitLab could improve the patch repository. It does not have support for Conan patch version regions. Additionally, better support for Kubernetes deployment is needed as part of the package."

"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."

More GitLab cons

"One of the main disadvantages is the time it takes to initiate the first run."

"The tool has some stability issues."

"I'd like the data to be taken from any format."

"Automation could be a challenge."

"Using Code Prover on large applications crashes sometimes."

"Because we had difficulties in efficiently integrating Polyspace Code Prover into our CI toolchain, these tests are mostly run manually and only occasionally."

Pricing and Cost Advice

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

"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 don't mind the price because I use the free version."

"GitLab is an open-source solution."

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

"The open-source version is very good and the commercial version is reasonably priced."

"I think that we pay approximately $100 USD per month."

"The solution is free."

More GitLab pricing and cost advice

"We use the paid version."

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Top Industries

By visitors reading reviews

Financial Services Firm

14%

Computer Software Company

14%

Government

11%

Manufacturing Company

10%

Manufacturing Company

39%

Computer Software Company

Aerospace/Defense Firm

Financial Services Firm

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	35
Midsize Enterprise	9
Large Enterprise	42

By reviewers
Company Size	Count
Midsize Enterprise	1
Large Enterprise	6

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?

We are currently using general GitLab, not GitLab Premium.

See all answers

What needs improvement with GitLab?

GitLab needs to improve the CI/CD functionality because it is not compatible with Jenkins and other tools, as it is not that efficient. Security-wise, we have security features enabled in GitLab fo...

See all answers

What do you like most about Polyspace Code Prover?

When we work on safety modules, it is mandatory to fulfill ISO 26262 compliance. Using Prover helps fulfill the standard on top of many other quality checks, like division by zero, data type casts,...

See all answers

What is your experience regarding pricing and costs for Polyspace Code Prover?

We use the paid version.

See all answers

What needs improvement with Polyspace Code Prover?

Execution speed of the tests and generally the integration into AWS-driven CI work chains or workflows represent how it can be improved in my opinion. Performance issues plus license costs are two ...

See all answers

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Compared 3% of the time

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Compared 18% of the time

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Compared 18% of the time

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Compared 8% of the time

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Compared 2% of the time

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Product Reports

Buyer's Guide

GitLab

October 2025

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Buyer's Guide

Polyspace Code Prover

October 2025

Download Polyspace Code Prover product report

Also Known As

Fuzzit

No data available

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

Polyspace Code Prover is a sound static analysis tool that proves the absence of overflow, divide-by-zero, out-of-bounds array access, and certain other run-time errors in C and C++ source code. It produces results without requiring program execution, code instrumentation, or test cases. Polyspace Code Prover uses semantic analysis and abstract interpretation based on formal methods to verify software interprocedural, control, and data flow behavior. You can use it on handwritten code, generated code, or a combination of the two. Each operation is color-coded to indicate whether it is free of run-time errors, proven to fail, unreachable, or unproven.

MathWorks

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

Alenia Aermacchi, CSEE Transport, Delphi Diesel Systems, EADS, Institute for Radiological Protection and Nuclear Safety, Korean Air, KOSTAL, Miracor, NASA Ames Research Center

Buyer's Guide

GitLab vs. Polyspace Code Prover

September 2025

Free Report: GitLab vs. Polyspace Code Prover

Find out what your peers are saying about GitLab vs. Polyspace Code Prover and other solutions. Updated: September 2025.

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