GitHub Code Scanning vs GitLab comparison

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GitHub Code Scanning

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Executive SummaryUpdated on Oct 8, 2024

GitLab and GitHub Code Scanning both excel in the code scanning arena, showing distinct strengths. GitHub takes the lead due to its advanced features and high perceived value, despite pricing concerns.

Features: GitLab is known for integration capabilities, straightforward scanning actions, and user satisfaction in deployment. GitHub stands out with comprehensive vulnerability databases, real-time alerts, and its extensive feature set.

Room for Improvement: GitLab could improve scalability, customization options, and adaptation. GitHub users report the need for enhanced third-party tool integration, expanded compatibility, and a smoother deployment process.

Ease of Deployment and Customer Service: GitLab scores highly for ease of deployment and responsive customer support, guiding users effectively during setup. GitHub, though challenging to deploy, has knowledgeable support that helps mitigate this challenge.

Pricing and ROI: GitLab offers competitive pricing and satisfactory ROI through a cost-effective setup. GitHub is perceived as more expensive, yet users find its pricing justified by the comprehensive features and value it provides in vulnerability detection.

To learn more, read our detailed GitHub Code Scanning vs. GitLab Report (Updated: December 2025).

GitHub Code Scanning vs. GitLab

December 2025

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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

GitHub Code Scanning

Ranking in Static Application Security Testing (SAST)

15th

Average Rating

8.6

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

No ranking in other categories

GitLab

Ranking in Static Application Security Testing (SAST)

9th

Average Rating

8.4

Reviews Sentiment

6.9

Number of Reviews

Ranking in other categories

Application Security Tools (11th), Build Automation (1st), 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 January 2026, in the Static Application Security Testing (SAST) category, the mindshare of GitHub Code Scanning is 1.6%, up from 0.7% compared to the previous year. The mindshare of GitLab is 2.2%, down from 2.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Static Application Security Testing (SAST) Market Share Distribution
Product	Market Share (%)
GitLab	2.2%
GitHub Code Scanning	1.6%
Other	96.2%

Static Application Security Testing (SAST)

Featured Reviews

AbhishekKumar20

Software Development Manager at Amazon

Code scanning identifies vulnerabilities quickly and improves team response with minimal setup

I have been using Git for approximately 13-14 years. I have used GitHub Code Scanning for about three to four years. The primary purpose is to identify any vulnerability in the code itself. The system logs vulnerabilities that we can immediately examine to see all the error-prone areas. The AI functionalities include predefined agents that scan through and immediately provide responses regarding the best nomenclature or code coverage percentage. It's actually a one-time setup, and the team benefits as long as they push code and changes in the repository itself. Every time we push something, we immediately check the total deviation, whether our code coverage has improved, or if any vulnerability has been identified. There is always a metrics dashboard that we can see and identify. Primarily, GitHub is used for doing the versioning itself in the repository. With vulnerability functionality being provided and AI agents available, it makes a complete package. As soon as we publish our code, we immediately get to know the test code coverage. This immediately informs us about all the vulnerable areas which are not being fully tested. If we address those areas, most vulnerabilities are resolved. Even after tests are added, if by any chance the test is not treated cleanly or corner cases are missed, GitHub Code Scanning immediately flags those corners. It's always beneficial to have because it's not humanly possible to check all corner case scenarios, but as a system where they diagnose each line item, that's very helpful.

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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

"We use GitHub Code Scanning mostly for source code management."

"The static code analysis capability in GitHub Code Scanning is a very powerful feature, providing the ability to identify vulnerabilities and ensure code quality."

"The solution helps identify vulnerabilities by understanding how ports communicate with applications running on a system. Ports are like house numbers; to visit someone's house, you must know their number. Similarly, ports are used to communicate with applications. For example, if you want to use an HTTP web server, you must use port 80. It is the port on which the web application or your server listens for incoming requests."

"GitHub Code Scanning has positively impacted my organization as it helps us recognize errors and avoid many later issues which may arise."

"GitHub Code Spaces brings significant value with its simplicity and ease of use."

"It's very scalable, very easy to handle, and very intuitive."

"We have seen a couple of merge requests or pull requests raised in GitLab. I see the interface, the way it shows the difference between the two source codes, that it is easy for anyone to do the review and then accept the request; the pull request is the valuable feature."

"The stability is good."

"Of all available products, it was the easiest to use and easy to install."

"GitLab's best feature is Actions."

"Git hosting has an integration with ACD which is why we liked this solution in the first place."

"A user friendly solution."

"The solution makes the CI/CD pipelines easy to execute."

"It streamlines our DevOps processes with automated CI/CD pipelines."

More GitLab pros

Cons

"One area for improvement could be the ability to have an AI system digest the reports generated from code scanning and provide a summary. Currently, the reports can be extensive, and users may overlook details, such as outdated libraries, which could be highlighted for attention."

"GitHub Code Scanning should add more templates."

"When running code scans, GitHub Code Scanning provides recommendations for probable fixes. However, integrating a feature where developers receive real-time highlights of vulnerabilities when checking in or merging a PR would be beneficial."

"At times it becomes very annoying as it highlights certain things which are intuitive. They require code coverage for those aspects as an extra overhead."

"The user interface could be more user-friendly. We do most of our operations through the website interface but it could be better."

"I would like configuration of a YML file to be done via UI rather than a code file."

"I believe GitLab can be improved by making integration with other platforms a little easier."

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

"Atlassian offers more products than GitLab. GitLab offers source control management, version control and collaboration between developers. Atlassian offers features on top of this as well as more integration points for developers."

"In my experience, GitLab is stable; however, sometimes it takes much time to start the runner and gets stuck in a pending situation, possibly due to traffic issues."

"GitLab's UI could be improved."

"Even if I say I want some improvement, they will say it is already planned in the first quarter, second quarter, or third quarter. That said, most everything is quite improved already, and they're improving even further still."

More GitLab cons

Pricing and Cost Advice

"GitHub Code Scanning is a moderately priced solution."

"The minimum pricing for the tool is five dollars a month."

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

"GitLab's pricing is good compared to others on the market."

"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."

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

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

"GitLab is a free solution to use."

"It seems reasonable. Our IT team manages the licenses."

"The price is okay."

More GitLab pricing and cost advice

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881,082 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Computer Software Company

11%

Financial Services Firm

10%

Manufacturing Company

Transportation Company

Financial Services Firm

14%

Computer Software Company

12%

Government

11%

Manufacturing Company

11%

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	36
Midsize Enterprise	10
Large Enterprise	46

Questions from the Community

What is your experience regarding pricing and costs for GitHub Code Scanning?

The organization pays for the license of GitHub Code Scanning, but specific price details are unknown.

What needs improvement with GitHub Code Scanning?

In my opinion, areas of GitHub Code Scanning that could be improved include that a few things are not visible to us, such as where it stores data and which path. There is a separate team for that w...

What advice do you have for others considering GitHub Code Scanning?

I am an end user only here with GitHub Code Scanning. I currently might be using the latest version of GitHub Code Scanning, but I don't remember the specific version. I have not utilized the real-...

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.

What is your experience regarding pricing and costs for GitLab?

The setup cost was moderate and not very high. For GitLab SaaS, the initial setup cost was minimal, while self-managed GitLab involved infrastructure, VM storage backups, runner configuration, and ...

What needs improvement with GitLab?

A pain point I have encountered with GitLab is that large GitLab-ci.yml files become hard to read and maintain. YAML syntax is strict, and errors are easy to make, while debugging pipeline logic ca...

SonarQube vs GitHub Code Scanning

Comparisons

Compared 29% of the time

Coverity Static vs GitHub Code Scanning

Compared 17% of the time

Aikido Security vs GitHub Code Scanning

Compared 9% of the time

HCL AppScan vs GitHub Code Scanning

Compared 7% of the time

Semgrep vs GitHub Code Scanning

Compared 2% of the time

More GitHub Code Scanning Competitors

Microsoft Azure DevOps vs GitLab

Compared 48% of the time

GitHub CoPilot vs GitLab

Compared 6% of the time

SonarQube vs GitLab

Compared 3% of the time

Tekton vs GitLab

Compared 3% of the time

TeamCity vs GitLab

Compared 3% of the time

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Product Reports

Download GitHub Code Scanning product report

GitHub Code Scanning

January 2026

Download GitLab product report

January 2026

Also Known As

No data available

Fuzzit

Overview

Code scanning is a feature that you use to analyze the code in a GitHub repository to find security vulnerabilities and coding errors. Any problems identified by the analysis are shown in GitHub.

GitHub

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

Information Not Available

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