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GitLab vs Qwiet AI 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:
 

Categories and Ranking

GitLab
Ranking in Application Security Tools
11th
Ranking in Static Application Security Testing (SAST)
9th
Ranking in Software Composition Analysis (SCA)
4th
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
91
Ranking in other categories
Build Automation (1st), Release Automation (2nd), Rapid Application Development Software (11th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
Qwiet AI
Ranking in Application Security Tools
34th
Ranking in Static Application Security Testing (SAST)
33rd
Ranking in Software Composition Analysis (SCA)
23rd
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 January 2026, in the Static Application Security Testing (SAST) category, the mindshare of GitLab is 2.2%, down from 2.8% compared to the previous year. The mindshare of Qwiet AI is 0.7%, up from 0.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Static Application Security Testing (SAST) Market Share Distribution
ProductMarket Share (%)
GitLab2.2%
Qwiet AI0.7%
Other97.1%
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.
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

"Key features allow creation of well-presented Wiki that includes ideas, development, and domains."
"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."
"GitLab is scalable and works well with multiple environments."
"The most valuable feature of GitLab is its security."
"The merging feature makes it easy later on for the deployment."
"GitLab's best features are maintenance, branch integration, and development infrastructure."
"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 helps me save time and provide financial benefits, as keeping track of the updated version and the changes is money and time-saving."
"When it comes to ShiftLeft, the most valuable feature is definitely its ease of use and cost-effectiveness."
 

Cons

"GitLab could improve the patch repository. It does not have support for Conan patch version regions. Additionally, better support for Kubernetes deployment is needed as part of the package."
"There is room for improvement in GitLab Agents."
"GitLab should enhance its GitOps capability as they are currently using FluxCD, however, Argo CD is better and offers more features. GitLab should work on improving their user interface for GitOps as it is lagging behind."
"As a partner, sometimes it's difficult to get support. They have a really complicated procedure for their support."
"It would be really good if they integrated more features in application security."
"GitLab doesn't have AWS integration. It would be better to have integration with other container management environments beyond Kubernetes. It has very good integration with Kubernetes, but it doesn't have good integration with, for example, AWS, ETS, etc."
"I would like to see better integration with project management tools such as Jira."
"The tool should include a feature that helps to edit the code directly."
"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

"GitLab is highly priced for smaller teams, but it's okay if considering a user base of thousands."
"The price of GitLab could be better, it is expensive."
"The solution is free."
"I don't mind the price because I use the free version."
"The solution's standard license is paid annually. They have changed the pricing model and it used to be better. There is a free version available."
"GitLab is comparatively expensive, but it provides value because it's feature-rich."
"This product is not very expensive but the price can be better."
"The solution's pricing is acceptable."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Computer Software Company
12%
Government
11%
Manufacturing Company
11%
Retailer
17%
Computer Software Company
13%
Recreational Facilities/Services Company
12%
Manufacturing Company
10%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business36
Midsize Enterprise10
Large Enterprise46
No data available
 

Questions from the Community

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...
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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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