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GitLab vs ReversingLabs comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Oct 8, 2024

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
7th
Ranking in Software Composition Analysis (SCA)
4th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
91
Ranking in other categories
Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (4th), Rapid Application Development Software (11th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
ReversingLabs
Ranking in Application Security Tools
42nd
Ranking in Software Composition Analysis (SCA)
25th
Average Rating
9.2
Reviews Sentiment
7.0
Number of Reviews
4
Ranking in other categories
Anti-Malware Tools (42nd), Container Security (49th), Threat Intelligence Platforms (TIP) (30th), Software Supply Chain Security (18th)
 

Mindshare comparison

As of May 2026, in the Software Composition Analysis (SCA) category, the mindshare of GitLab is 3.5%, down from 4.4% compared to the previous year. The mindshare of ReversingLabs is 1.5%, up from 0.6% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Software Composition Analysis (SCA) Mindshare Distribution
ProductMindshare (%)
GitLab3.5%
ReversingLabs1.5%
Other95.0%
Software Composition Analysis (SCA)
 

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.
CSOInfor4e0d - PeerSpot reviewer
CSO - Information Security at a financial services firm with 1,001-5,000 employees
We use the product for data enrichment or downloading malicious programs that we are otherwise unable to find
It's integrated in our product. We leverage the API, but it doesn't contribute to increasing the release time of the product itself. While the company is very helpful, it would be very much appreciated to have extensive proof of concept scripts for the different APIs available, though not for all the APIs that we have purchased. Respective scripts are available, but those scripts which are available are typically not of very high quality. This could be an area where the company can generally improve. It is not a big issue for us, since we have our own development team, but it could be an issue for other companies who are less mature.

Quotes from Members

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

Pros

"GitLab's best features are maintenance, branch integration, and development infrastructure."
"GitLab has positively impacted my organization by being faster than other platforms and providing the best user interface and features."
"The solution has an established roadmap that lays out its plans for upgrades over the next two to three years."
"This product is always evolving, and they listen to the customers."
"We like that we can create branches and then the branches can be reviewed and you can mesh those branches back."
"The dashboard and interface make it easy to use."
"The user interface is really good so that helps with huge teams who need to collaborate."
"If you want to maintain your issues in GitLab and raise your book of work and features, then GitLab is a great tool for collaboration and integration with code deployment and CICD pipelines."
"It offers reports on a great many more file types than the other analysis solutions we have. It can give us a more in-depth analysis and better reporting on a larger number of file types. It also gives us a more comprehensive score on a number of things as well, and that's why we're using it as a front-end filter. It gives us more information... It's valuable because of its depth of information, as well as the breadth it gives us. There aren't a lot of tools that cover all of the different file types."
"As far as the availability of the content is generally concerned and the number of malicious programs that can be looked up in the repository, these are very extensive."
"ReversingLabs has a large sample size."
"As far as static analysis information is concerned, we use most of the information that is available in order to determine whether or not we might be dealing with a malware variant. This includes information that is related to Java rules. This is also related to malware families indicated or specific malicious software variants that are labeled by name."
"We had nothing in the environment to do such analysis, so it's been a savior in many ways."
"The automated static analysis of malware is the most valuable feature. Its detection abilities are very good. It hits all of the different platforms out there, platforms that see the items in the wild."
"We have complete faith that it can do that for us, and can do it at scale."
"As far as the malware repository is concerned, it's extensive. It's a good source for finding samples, where we are unable to find them on other channels or by leveraging other sources."
 

Cons

"However, I think that perhaps the search functionality could be better."
"Atlassian offers more products than GitLab. GitLab offers source control management, version control and collaboration between developers. Atlassian offers features on top of this as well as more integration points for developers."
"I rate the support from GitLab a four out of five."
"Some of the scripts that we encountered in GitLab were not fully functional and threw up errors."
"The initial setup was quite challenging because it takes some time to understand how to pull out or push the code."
"I believe there's room for improvement in the advanced features, particularly in enhancing the pipeline functionalities."
"It would be better if there weren't any outages. There are occasions where we usually see a lot of outages using GitLab. It happens at least once a week or something like that. Whatever pipelines you're running, to check the logs, you need to have a different set of tools like Argus or something like that. If you have pipelines running on GitLab, you need a separate service deployed to view the logs, which is kind of a pain. If the logs can be used conveniently on GitLab, that would be definitely helpful. I'm not talking about the CI/CD pipelines but the back-end services and microservices deployed over GitLab. To view the logs for those microservices, you need to have separate log viewers, which is kind of a pain."
"I believe GitLab can be improved by making integration with other platforms a little easier."
"I would like to see if we could do a little bit more of bulk uploading of hash sets."
"While the company is very helpful, it would be very much appreciated to have extensive proof of concept scripts for the different APIs available, though not for all the APIs that we have purchased."
"We would really like further integration with our threat intelligence platform, which is called ThreatConnect. We would also really like further integrations with an endpoint protection product we use called Tanium. The reason I mentioned both of these is that ReversingLabs claims to have extensive integrations with both of them, but they did not work for us."
"The solution needs to improve integrations."
"The product support could be better at times. Sometimes, the resources that they provide could be of higher quality."
"We would really like further integration with our threat intelligence platform, which is called ThreatConnect. We would also really like further integrations with an endpoint protection product we use called Tanium."
"I would like to see if we could do a little bit more of bulk uploading of hash sets. Right now, I can only do them individually."
"While the company is very helpful, it would be very much appreciated to have extensive proof of concept scripts for the different APIs available, though not for all the APIs that we have purchased. Respective scripts are available, but those scripts which are available are typically not of very high quality."
 

Pricing and Cost Advice

"GitLab is comparatively expensive, but it provides value because it's feature-rich."
"It seems reasonable. Our IT team manages the licenses."
"GitLab is a free solution to use."
"The price of GitLab could be better, it is expensive."
"I don't mind the price because I use the free version."
"We are using its free version, and we are evaluating its Premium version. Its Ultimate version is very expensive."
"The solution is based on a subscription model and is reasonably priced."
"GitLab is highly priced for smaller teams, but it's okay if considering a user base of thousands."
"We have a yearly contract based on the number of queries and malicious programs which can be processed."
"Currently, the license number of lookups that we purchased has not been reached yet, because the integration has only recently been completed. However, our usage is expected and planned to increase over the next couple of months."
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Top Industries

By visitors reading reviews
Financial Services Firm
14%
Manufacturing Company
10%
Computer Software Company
10%
Government
10%
Construction Company
14%
Financial Services Firm
12%
Computer Software Company
10%
Manufacturing Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business37
Midsize Enterprise11
Large Enterprise46
No data available
 

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...
Ask a question
Earn 20 points
 

Comparisons

 

Also Known As

Fuzzit
ReversingLabs Titanium, ReversingLabs secure.software
 

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
Financial services, healthcare, government, manufacturing, oil & gas, telecommunications, information technology
Find out what your peers are saying about GitLab vs. ReversingLabs and other solutions. Updated: April 2026.
893,221 professionals have used our research since 2012.