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CucumberStudio vs GitLab comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Dec 17, 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

CucumberStudio
Ranking in Rapid Application Development Software
24th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
12
Ranking in other categories
Dynamic Application Security Testing (DAST) (9th)
GitLab
Ranking in Rapid Application Development Software
11th
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
91
Ranking in other categories
Application Security Tools (11th), Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (9th), Software Composition Analysis (SCA) (4th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
 

Mindshare comparison

As of January 2026, in the Rapid Application Development Software category, the mindshare of CucumberStudio is 0.5%, up from 0.1% compared to the previous year. The mindshare of GitLab is 2.7%, up from 2.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Rapid Application Development Software Market Share Distribution
ProductMarket Share (%)
GitLab2.7%
CucumberStudio0.5%
Other96.8%
Rapid Application Development Software
 

Featured Reviews

Walter Wirch - PeerSpot reviewer
Technical Expert at Bertelsmann SE & Co.
Facilitates integration of test scenarios while needing modernization of components
CucumberStudio is primarily used for designing test scenarios and automating testing. We have implemented it in conjunction with our own routines for integration into our infrastructure CucumberStudio aligns with our strategy for data-driven testing. It supports our product owners in designing…
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.

Quotes from Members

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

Pros

"The most valuable feature of CucumberStudio is its use of action words, which allows me to avoid writing test cases from scratch for the most common scenarios."
"CucumberStudio aligns with our strategy for data-driven testing."
"The best thing is that a person without knowledge about the program can easily understand what happened in our testing process."
"The data table that helps in converting a single script to multiple test cases is very helpful."
"CucumberStudio aligns with our strategy for data-driven testing."
"The URL is very useful, and it has a very good UI for deploying information of the scenarios created."
"CucumberStudio has a very user-friendly interface."
"The solution is stable."
"It is a speedy platform compared to the others I have used. I have also enjoyed using the platform as this solution offers a good user experience."
"I have found the most valuable feature is security control. I also like the branching and cloning software."
"The solution is stable."
"CI/CD is valuable for me."
"The important feature is the entire process of versioning source code maintenance and easy deployment. It is a necessity for the CI/CD pipeline."
"GitLab's source control is excellent."
"The most valuable feature of GitLab is the ability to upload scripts and make changes when needed and then reupload them. Additionally, the solution is user-friendly."
"I like GitLab from the CI/CD perspective. It is much easier to set up CI/CD and then integrate with other tools."
 

Cons

"A key area for improvement is to revamp outdated components such as HipTest publisher."
"I think it would be better if we could also do the reporting with CucumberStudio."
"Another kind of deployment might be useful, perhaps an option to install the tool in a local deployment."
"A key area for improvement is to revamp outdated components such as HipTest publisher."
"The reporting needs to be improved."
"I would like to see better customer support."
"CucumberStudio's API integration could be improved both in terms of reliability and design."
"The solution does not have many built-in functions or variables so scripting is required."
"Regarding improvements, making task management is something that GitLab can potentially make easier, similar to what DevOps or Jira does."
"Some of the scripts that we encountered in GitLab were not fully functional and threw up errors."
"We'd like to see better integration with the Atlassian ecosystem."
"Based on what I know so far, its integration with Kubernetes is not so good. We have to develop many things to make it work. We have to acquire third-party components to work with Kubernetes."
"GitLab should work on improving their user interface for GitOps as it is lagging behind."
"Expand features to match other tools such as a static code analysis tool so third-party integrations are not required."
"GitLab would be improved with the addition of templates for deployment on local PCs."
 

Pricing and Cost Advice

Information not available
"The solution is free."
"The price of GitLab could be better, it is expensive."
"My company uses the free version of GitLab, which is GitLab Community Edition. There is a licensed version also available for GitLab."
"The open-source version is very good and the commercial version is reasonably priced."
"GitLab is highly priced for smaller teams, but it's okay if considering a user base of thousands."
"On a scale of one to ten, where one is cheap, and ten is expensive, I rate the pricing a five out of ten."
"I'm not aware of the licensing costs because those were covered by the customer."
"In terms of the pricing for GitLab, on a scale of one to five, with one being expensive and five being cheap, I'm rating pricing for the solution a four. It could still be cheaper because right now, my company has a small team, and sometimes it's difficult to use a paid product for a small team. You'd hope the team will grow and scale, but currently, you're paying a high license fee for a small team. I'm referring to the GitLab license that has premium features and will give you all features. This can be a problem for management to approve the high price of the license for a team this small."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
14%
Computer Software Company
12%
Government
11%
Manufacturing Company
11%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise3
Large Enterprise4
By reviewers
Company SizeCount
Small Business36
Midsize Enterprise10
Large Enterprise46
 

Questions from the Community

What needs improvement with Hiptest?
CucumberStudio's API integration could be improved both in terms of reliability and design. The API requires data to be sent in a specific format, which takes time to build. Additionally, the repor...
What is your primary use case for Hiptest?
I use CucumberStudio as a test case repository. All of our test cases are stored there. It is also part of our test planning process. For every sprint, we plan the test cases in CucumberStudio and ...
What advice do you have for others considering Hiptest?
For teams following a BDD style software development approach, CucumberStudio is a great collaborative tool that covers all the basic requirements of a test management tool. I would rate CucumberSt...
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...
 

Comparisons

 

Also Known As

Hiptest
Fuzzit
 

Overview

 

Sample Customers

Cisco, Cardinal Health, Intuit, Smartbox, Accenture, Deliveroo
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
Find out what your peers are saying about CucumberStudio vs. GitLab and other solutions. Updated: December 2025.
881,114 professionals have used our research since 2012.