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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)
7th
Ranking in Software Composition Analysis (SCA)
5th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
86
Ranking in other categories
Build Automation (1st), Release Automation (2nd), Rapid Application Development Software (11th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (3rd), DevSecOps (1st)
Qwiet AI
Ranking in Application Security Tools
37th
Ranking in Static Application Security Testing (SAST)
38th
Ranking in Software Composition Analysis (SCA)
25th
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 October 2025, in the Static Application Security Testing (SAST) category, the mindshare of GitLab is 2.3%, down from 2.5% compared to the previous year. The mindshare of Qwiet AI is 0.4%, 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 (%)
GitLab2.3%
Qwiet AI0.4%
Other97.3%
Static Application Security Testing (SAST)
 

Featured Reviews

Rohit Kesharwani - PeerSpot reviewer
Improved agility and time to market with CI/CD enhancements
The CI/CD pipelines in GitLab are highly valuable. Another important feature is the single source of repository, allowing efficient repository management and source code management. GitLab provides manageability by allowing us to manage source code effectively through separate repositories. Additionally, GitLab enables the creation of individual CI/CD pipelines for each repository, making software more agile. 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.
SS
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

"GitLab is very useful for pipelines, continuous integration, and continuous deployment. It is also stable."
"The CI/CD pipeline with Helm has significantly improved deployment speed and efficiency."
"The scalability is good."
"Git hosting has an integration with ACD which is why we liked this solution in the first place."
"Their CI/CD engine is very mature. It's very comprehensive and flexible, and compared to other projects, I believe that GitLab is number one right now from that perspective."
"The CI/CD process is very efficient."
"GitLab is kind of an image of GitHub, so it gives us the flexibility to monitor our changes in the repos."
"I have found the most valuable features of GitLab are the GitClone, GitPush, GitPull, GitMatch, GitMit, GitCommit, and GitStatus."
"When it comes to ShiftLeft, the most valuable feature is definitely its ease of use and cost-effectiveness."
 

Cons

"I don't really like the new Kubernetes integration because it is pretty focused on the on-premise environment, but we're in a hybrid environment."
"GitLab can improve its user interface to make conflict resolution more user-friendly."
"It could have more security integrations and the ability to check the vulnerability of the code. I don't think it is a responsibility of Gitlab, but it would be nice to have more options to integrate with."
"We would like to generate document pages from the sources."
"There was a problem with the build environment when we were looking at developing iOS applications. iOS build require Mac machines and there are no Mac machines provided by GitLab in their cloud. So to build for mobile iOS application, we needed to use our own Mac machine within our own infrastructure. If GitLab were to provide a feature such that an iOS application could also be built through GitLab directly, that would be great."
"GitLab can improve the integration with third-party applications. It could be made easier. Additionally, having API control from my application could be helpful."
"The licensing model could be improved to be more accommodating in terms of user numbers and costs."
"Currently, GitLab is not easy to scale because GitLab has specific deployment instructions. We deploy it on one of the VMs."
"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 cheap."
"I think that we pay approximately $100 USD per month."
"I don't mind the price because I use the free version."
"We are using the open-source 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."
"The solution is based on a subscription model and is reasonably priced."
"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."
"GitLab is an open-source solution."
Information not available
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Computer Software Company
14%
Government
11%
Manufacturing Company
10%
Retailer
16%
Computer Software Company
14%
Recreational Facilities/Services Company
13%
Manufacturing Company
9%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business35
Midsize Enterprise9
Large Enterprise42
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?
We are currently using general GitLab, not GitLab Premium.
What needs improvement with GitLab?
GitLab needs to improve the CI/CD functionality because it is not compatible with Jenkins and other tools, as it is not that efficient. Security-wise, we have security features enabled in GitLab fo...
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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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