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GitLab vs Qwiet AI comparison

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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:
 

Categories and Ranking

GitLab
Ranking in Application Security Tools
9th
Ranking in Static Application Security Testing (SAST)
6th
Ranking in Software Composition Analysis (SCA)
6th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
93
Ranking in other categories
Build Automation (3rd), Release Automation (2nd), Rapid Application Development Software (15th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
Qwiet AI
Ranking in Application Security Tools
39th
Ranking in Static Application Security Testing (SAST)
40th
Ranking in Software Composition Analysis (SCA)
22nd
Average Rating
10.0
Reviews Sentiment
7.1
Number of Reviews
1
Ranking in other categories
No ranking in other categories
 

Mindshare comparison

As of November 2026, in the Static Application Security Testing (SAST) category, the mindshare of GitLab is 2.6%, up from 2.3% compared to the previous year. The mindshare of Qwiet AI is 0.8%, up from 0.5% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Static Application Security Testing (SAST) Mindshare Distribution
ProductMindshare (%)
GitLab2.6%
Qwiet AI0.8%
Other96.6%
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.
SS
Senior Director of Engineering - Information Security at Apna
Effectively in identify and fix bugs early in the development lifecycle
When it comes to ShiftLeft, the most valuable feature is definitely its ease of use and cost-effectiveness. Previously, security professionals had to spend a lot of time and effort running around, asking people to fix issues in their products, architectures, code, and even networks. With ShiftLeft, everything becomes robust and secure from within. Instead of relying on external measures like Web Application Firewalls (WAF) that are applied from the outside in, ShiftLeft takes a proactive approach. It helps prevent issues from arising in the first place, making it much easier for both security teams and developers. It's also cost-effective because you don't have to constantly go back, make changes to the code, and then push it again. Writing secure code from the start ensures that there are no vulnerabilities when it goes live. So, I would say the main features of ShiftLeft are its cost-effectiveness and ease of adaptability or use.

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"<p>In terms of impact from using GitLab as an all-in-one DevOps platform, it helped with my project development life cycle.</p>"
"I would definitely recommend the solution to other organizations."
"I have had no problem with the stability of the solution."
"It's a great toolbox where the CI/CD pipeline is the fundamental component, but there are so many other features that you can pull from, which makes it a very powerful tool. My current client is using AWS, and they can, of course, use AWS CodePipeline, but GitLab is much more mature than that, and it also gives you the freedom to decide to go to another platform or have a multi-cloud strategy and things like that. That freedom for me is also very valuable."
"GitLab is a single solution that helps us do everything we need."
"The most valuable features of GitLab are ease of use and highly intuitive UI and performance."
"The solution is valuable for developers because it includes version controlling, pipelines, CI/CD, and integrations."
"GitLab has positively impacted our organization by making our code very secure because GitLab prides itself on security."
"When it comes to ShiftLeft, the most valuable feature is definitely its ease of use and cost-effectiveness."
 

Cons

"I've noticed an area for improvement in GitLab, particularly needing to go through many steps to push the code to the repository."
"In the free version, when a merge request is raised, there is no way to enforce certain rules. We can't enforce that this merge request must be reviewed or approved by two or three people in the team before it is pushed to the master branch. That's why we are exploring using some agents."
"The only feature I have used in GitLab that I thought could be improved is their code generation feature."
"Technologies are always changing. Nowadays, new things like serverless computing and workload management have emerged. We have noticed a few gap items for faster service delivery. For example, we do user interface testing in the latest team and automate it using some tools. Recently, we integrated a tool with user interface testing, which can simulate a multi-user environment. So, we would like to see more integration with different platforms."
"It should be used by a larger number of people. They should raise awareness."
"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."
"I rate the support from GitLab a four out of five."
"GitLab could add a plugin to integrate with Kubernetes stuff."
"Having support from senior management is crucial in making it mandatory for teams to collaborate with the security team throughout the development process."
 

Pricing and Cost Advice

"The price of GitLab could be better, it is expensive."
"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."
"This product is not very expensive but the price can be better."
"The solution is based on a licensing model that includes technical support and is paid annually."
"I'm not aware of the licensing costs because those were covered by the customer."
"We are using the free version of GitLab."
"It seems reasonable. Our IT team manages the licenses."
"I don't mind the price because I use the free version."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
13%
Manufacturing Company
11%
Government
7%
Computer Software Company
7%
Retailer
14%
Construction Company
13%
Comms Service Provider
9%
Financial Services Firm
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business39
Midsize Enterprise10
Large Enterprise50
No data available
 

Questions from the Community

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.
Ask a question
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Comparisons

 

Also Known As

Fuzzit
ShiftLeft
 

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
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Find out what your peers are saying about SonarSource Sàrl, Checkmarx, Veracode and others in Static Application Security Testing (SAST). Updated: October 2026.
920,939 professionals have used our research since 2012.