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: November 2026).

GitHub Code Scanning vs. GitLab

November 2026

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Helped 920,769 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

GitHub Code Scanning

Ranking in Static Application Security Testing (SAST)

17th

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)

6th

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Application Security Tools (9th), Build Automation (3rd), Release Automation (2nd), Rapid Application Development Software (15th), Software Composition Analysis (SCA) (6th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)

Mindshare comparison

As of November 2026, in the Static Application Security Testing (SAST) category, the mindshare of GitHub Code Scanning is 1.2%, down from 1.6% compared to the previous year. The mindshare of GitLab is 2.6%, up from 2.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Static Application Security Testing (SAST) Mindshare Distribution
Product	Mindshare (%)
GitLab	2.6%
GitHub Code Scanning	1.2%
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

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

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

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

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

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

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

"The solution is valuable for developers because it includes version controlling, pipelines, CI/CD, and integrations."

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

"I like that it's easy to deploy our services over GitLab; the customer support is also good with a really active community, and you have a lot of support that you can get online with your stack, which is probably one of the benefits of using GitLab, and it's also really fast."

"I recommend GitLab for DevOps engineers."

"GitLab has impacted my organization positively in terms of version control systems, providing many smart features and reducing the sharing of dependencies compared to what we used to do previously."

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

"It is very useful for merging our code and tracking another branch before giving release."

More GitLab pros

Cons

"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."

"GitHub Code Scanning should add more templates."

"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."

"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."

"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."

"The pricing model of GitLab is an issue for me."

"This solution could be improved by adding modifications such as slack notifications."

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

"GitLab's UI could be improved."

"I've noticed an area for improvement in GitLab, particularly needing to go through many steps to push the code to the repository."

"There are occasions where we usually see a lot of outages using GitLab; it happens at least once a week or something like that."

"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."

"The solution does not have many built-in functions or variables so scripting is required and that is a drawback."

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."

"The solution's pricing is acceptable."

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

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

"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."

"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 highly priced for smaller teams, but it's okay if considering a user base of thousands."

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

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

More GitLab pricing and cost advice

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Top Industries

By visitors reading reviews

Manufacturing Company

12%

Financial Services Firm

11%

Computer Software Company

Outsourcing Company

Financial Services Firm

13%

Manufacturing Company

11%

Government

Computer Software Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	39
Midsize Enterprise	10
Large Enterprise	50

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 is your experience regarding pricing and costs for GitLab?

I was using the free version of GitLab , but I think the price is comparative and not a major differentiator.

What needs improvement with GitLab?

Since GitLab [Private Offer Only] the main part is the Git part. With AI being available, I see one thing happening. For example, Claude Code allows people to connect Jira or ClickUp, and then they...

What is your primary use case for GitLab?

My basic use case for Gitlab was the ticket management, the wiki, the CI/CD pipeline, and the code repository. These four use cases form my core usage.

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Microsoft Azure DevOps vs GitLab

Compared 27% of the time

SonarQube vs GitLab

Compared 3% of the time

Jenkins vs GitLab

Compared 2% of the time

Red Hat Ansible Automation Platform vs GitLab

Compared 2% of the time

Veracode vs GitLab

Compared 2% of the time

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Product Reports

Download GitHub Code Scanning product report

GitHub Code Scanning

October 2026

Download GitLab product report

October 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