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GitLab vs Semgrep comparison

 

Comparison Buyer's Guide

Executive Summary

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
6.3
GitLab boosts ROI by enhancing DevOps performance, reducing deployment time, and facilitating frequent, efficient, and agile releases.
Sentiment score
6.6
Semgrep improves ROI by accelerating development, reducing manual labor, and addressing vulnerabilities early, enhancing efficiency and profitability.
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
This can be translated to being able to do the same amount of work with less technicians.
SecOps Engineer at IriusRisk
Tasks that previously took days are completed in significantly less time.
DevOps Engineer at Exponential Craft
I can say it saves us time related to coding and also saves money, making it a very reliable tool for our organization with great features.
Angular Developer at Flourish Software
 

Customer Service

Sentiment score
6.6
GitLab support is praised for responsiveness, with community forums aiding open-source users; license impacts direct support access.
Sentiment score
6.4
Semgrep's customer service is efficient, with comprehensive documentation and community support reducing the need for direct assistance.
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
When I created custom rules, I had some doubts, and the documentation was very helpful, simple, and easy to understand.
Senior Software Engineer 2 at Porch
Their documentation and community are very active, so most of the time when problems occur, I get a solution.
Security Researcher at a tech vendor with 10,001+ employees
Customer support and services for Semgrep are very reliable and good.
Angular Developer at Flourish Software
 

Scalability Issues

Sentiment score
7.3
GitLab is praised for scalability and flexibility in deployment, with some challenges in on-premises setups, requiring specific skills.
Sentiment score
8.2
Semgrep scales efficiently for both small and large teams, adapting well to diverse environments with cloud-native features.
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
I was able to control it from 10 repositories or 10 services to thousands of repositories in a couple of minutes very simply.
Cloud & Application Security at Sixt SE
This is an open-source tool, so it absolutely does the job, but if you were to implement a tool such as this in an enterprise, this would probably not be scalable.
DevSecOps Security Engineer at a manufacturing company with 10,001+ employees
Semgrep makes it easy to integrate and grow within any environment without concern for crashes.
DevOps Engineer at Exponential Craft
 

Stability Issues

Sentiment score
8.2
GitLab is praised for high stability, minimal issues, and effective support, maintaining reliability across diverse setups.
Sentiment score
7.8
Semgrep generally operates stably, though AI scanning limitations and integration improvements are needed for large repositories.
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
If there is no master branch or default branch, the tool fails to identify it and will never scan it unless manually somebody looks into it and fixes the issue.
Cloud & Application Security at Sixt SE
Since I have been using it, I have not experienced any downtime.
Angular Developer at Flourish Software
Semgrep is stable, as far as my experience indicates.
Senior Software Engineer 2 at Porch
 

Room For Improvement

GitLab should enhance cloud integration, UI, documentation, and tool integration while improving performance, simplicity, pricing, and security options.
Semgrep needs user-friendly enhancements, better documentation, efficient scanning, integration flexibility, AI advancements, and improved notifications and databases.
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
The UI and additional dashboarding and other details would definitely make the tool more user-friendly and more of a candidate to be implemented in an enterprise.
DevSecOps Security Engineer at a manufacturing company with 10,001+ employees
Currently, they are working on identifying business logic vulnerabilities or privilege escalation vulnerabilities by looking at the code, and they should continue to focus on and improve this effort.
Cloud & Application Security at Sixt SE
More advanced dependency analysis features in the SCA part and deeper vulnerability databases would be beneficial.
SecOps Engineer at IriusRisk
 

Setup Cost

GitLab provides flexible pricing with valued features but may seem costly for larger teams, offering free and premium options.
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
Once we fully integrated it into our company, it has proven to be price-efficient at around $30 a month.
Senior Software Engineer 2 at Porch
It is basically open-source, so the cost to set up is no cost.
Security Researcher at a tech vendor with 10,001+ employees
It offers very reasonable pricing and costs.
Angular Developer at Flourish Software
 

Valuable Features

GitLab excels in CI/CD, integration, security, and collaboration with features like unique merge requests and role-based access control.
Semgrep enhances security and efficiency with customizable rules, seamless integration, and user-friendly interfaces for rapid issue detection.
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
When you triage with AI, it gathers context around the finding and reduces the noise about 80 to 90 percent of the time, asking you to focus only on findings that really matter.
Cloud & Application Security at Sixt SE
The Software Composition Analysis is the most valuable feature in Semgrep.
DevSecOps Security Engineer at a manufacturing company with 10,001+ employees
The best feature of Semgrep is its ability to highlight high priority issues during scanning, making it critical for developers to address these vulnerabilities promptly.
DevOps Engineer at Exponential Craft
 

Categories and Ranking

GitLab
Ranking in Static Application Security Testing (SAST)
4th
Ranking in Software Composition Analysis (SCA)
4th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
91
Ranking in other categories
Application Security Tools (7th), Build Automation (3rd), Release Automation (2nd), Rapid Application Development Software (12th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
Semgrep
Ranking in Static Application Security Testing (SAST)
13th
Ranking in Software Composition Analysis (SCA)
9th
Average Rating
7.8
Reviews Sentiment
7.3
Number of Reviews
8
Ranking in other categories
Supply Chain Management Software (4th), Static Code Analysis (5th)
 

Mindshare comparison

As of August 2026, in the Static Application Security Testing (SAST) category, the mindshare of GitLab is 2.5%, down from 2.6% compared to the previous year. The mindshare of Semgrep is 2.4%, 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
ProductMindshare (%)
GitLab2.5%
Semgrep2.4%
Other95.1%
Static Application Security Testing (SAST)
 

Featured Reviews

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.
Manjunath Maneppagol - PeerSpot reviewer
Cloud & Application Security at Sixt SE
Context-aware code analysis has reduced noise and now improves developer experience with actionable security findings
I have consistently observed that their scan time is an issue for mono repos. Sometimes with their AI-based scanning, when you triage that scan, the scan never completes or finishes(, which makes it difficult. Another consistent issue is that whenever you have a new repo to onboard to the platform, the tool ideally should detect the master branch by default. However, sometimes the tool fails to identify it and will never scan it unless manually somebody looks into it and fixes the issue. Although their support team is really good, this issue was present six or eight months ago during the POC and is still present now. If it is affecting multiple customers, it should be prioritized and fixed. I would say that their integration aspects could have been improved. I see a lot of different security solutions that provide flexibility to the security teams based on Jira project, team divisions, Slack, and all those can be very much easily customized. Semgrep needs to work on the enhancement of their notification capabilities. Currently, they are working on identifying business logic vulnerabilities or privilege escalation vulnerabilities by looking at the code, and they should continue to focus on and improve this effort. Regarding stability, whenever you have a mono-repo which is a very large repository, the scan never finishes or the scan never kicks in. At that time, you have to reach out to the support team and ask them to expand the resources in the back end to fix it. This is an issue I keep seeing often on that platform.
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
10%
Government
9%
Computer Software Company
8%
Financial Services Firm
14%
Manufacturing Company
11%
Comms Service Provider
8%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business38
Midsize Enterprise10
Large Enterprise49
By reviewers
Company SizeCount
Small Business4
Midsize Enterprise1
Large Enterprise5
 

Questions from the Community

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...
What needs improvement with Semgrep?
Semgrep can be improved by making it more user-friendly. There are tools in the market, such as Aqua Security, that have features worth utilizing. However, there are some comprehensive scanning cap...
What is your primary use case for Semgrep?
My main use case is to perform SAST, static application security testing. I have been using it for the last 10 months. Initially, I was planning to use it just for the code review part so that deve...
What advice do you have for others considering Semgrep?
It streamlines with the governance and compliance of the country where the company operates. It follows GDPR guidelines and EU guidelines. In India, I follow certain guidelines, so it also passes t...
 

Comparisons

 

Also Known As

Fuzzit
Semgrep Code, Semgrep Supply Chain, Semgrep AppSec Platform
 

Overview

 

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
Policygenius, Tide, Lyft, Thinkific, FloQast, Vanta, and Fareportal
Find out what your peers are saying about GitLab vs. Semgrep and other solutions. Updated: August 2026.
908,834 professionals have used our research since 2012.