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: April 2026).

GitHub Code Scanning vs. GitLab

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Helped 893,221 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)

12th

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)

4th

Average Rating

8.4

Reviews Sentiment

7.0

Number of Reviews

Ranking in other categories

Application Security Tools (7th), 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 May 2026, in the Static Application Security Testing (SAST) category, the mindshare of GitHub Code Scanning is 1.4%, up from 1.1% compared to the previous year. The mindshare of GitLab is 2.2%, down from 2.9% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Static Application Security Testing (SAST) Mindshare Distribution
Product	Mindshare (%)
GitLab	2.2%
GitHub Code Scanning	1.4%
Other	96.4%

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 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."

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

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

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

"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."

"GitLab is kind of an image of GitHub, so it gives us the flexibility to monitor our changes in the repos."

"The most valuable features of GitLab are ease of use and highly intuitive UI and performance."

"The merging feature makes it easy later on for the deployment."

"GitLab's best features are continuous integration and fast deployment."

"I have had no problem with the stability of the solution."

"We like that we can have an all-encompassing product and don't have to implement different solutions."

"The user interface is really good so that helps with huge teams who need to collaborate."

"It is a speedy platform compared to the others I have used, and I have also enjoyed using the platform as this solution offers a good user experience."

More GitLab pros

Cons

"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."

"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."

"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 GitLab processes get slower."

"We do face issues in our company when we run out of disk space."

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

"GitLab doesn't have AWS integration."

"When deploying the solution on cloud and the CI/CD pipeline, we have to define the steps and it becomes confusing."

"We would like to generate document pages from the sources."

"Expand features to match other tools such as a static code analysis tool so third-party integrations are not required."

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

More GitLab cons

Pricing and Cost Advice

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

"GitHub Code Scanning is a moderately priced solution."

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

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

"I'm not sure if they have some kind of discount. I've been negotiating with them on prices before, and I believe they weren't too happy to give discounts, but list prices are $19 per user, per month for Premium and $99 per user, per month for Ultimate. So, the difference between Premium and Ultimate is a bit bigger, and in most companies, you need to build some type of business case."

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

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

"In terms of the pricing for GitLab, on a scale of one to five, with one being expensive and five being cheap, I'm rating pricing for the solution a four. It could still be cheaper because right now, my company has a small team, and sometimes it's difficult to use a paid product for a small team. You'd hope the team will grow and scale, but currently, you're paying a high license fee for a small team. I'm referring to the GitLab license that has premium features and will give you all features. This can be a problem for management to approve the high price of the license for a team this small."

"The solution is free."

"This is an open-source solution."

More GitLab pricing and cost advice

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Top Industries

By visitors reading reviews

Computer Software Company

11%

Financial Services Firm

10%

Manufacturing Company

10%

Retailer

Financial Services Firm

14%

Manufacturing Company

10%

Computer Software Company

10%

Government

10%

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

By reviewers
Company Size	Count
Small Business	37
Midsize Enterprise	11
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 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...

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Product Reports

GitHub Code Scanning

Download GitHub Code Scanning product report

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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

GitHub Code Scanning vs. GitLab