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CucumberStudio vs GitLab comparison

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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
25th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
11
Ranking in other categories
Dynamic Application Security Testing (DAST) (13th)
GitLab
Ranking in Rapid Application Development Software
12th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
92
Ranking in other categories
Application Security Tools (8th), Build Automation (3rd), Release Automation (2nd), Static Application Security Testing (SAST) (5th), Software Composition Analysis (SCA) (4th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
 

Mindshare comparison

As of October 2026, in the Rapid Application Development Software category, the mindshare of CucumberStudio is 0.8%, up from 0.2% compared to the previous year. The mindshare of GitLab is 1.6%, down from 3.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Rapid Application Development Software Mindshare Distribution
ProductMindshare (%)
GitLab1.6%
CucumberStudio0.8%
Other97.6%
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

"Hiptest allowed us to clean up our test campaigns and standardize the way we write test cases and structure our BDD approach."
"The solution is stable."
"CucumberStudio aligns with our strategy for data-driven testing."
"CucumberStudio has a very user-friendly interface."
"Using HipTest makes the testing process easy and its support for Behavior Driven Development helps align all the team members, whether technical or non-technical."
"The power of Hiptest is its test cases and campaign management."
"The URL is very useful, and it has a very good UI for deploying information of the scenarios created."
"Hiptest is a great test management tool for agile teams."
"I was satisfied with the support."
"GitLab has helped our company save time."
"Because of the simplicity of the product, GitLab is better than Jenkins."
"GitLab has positively impacted my organization because previously we stored code locally on servers, leading to many risks, and since GitLab came into our environment, our integration and deployments became much easier, helping our work become much smoother."
"Overall, this is a good product that has a lot of features."
"GitLab is being used as a repository for our codebase and it is a one stop DevOps tool we use in our team."
"Key features allow creation of well-presented Wiki that includes ideas, development, and domains."
"The most important features of GitLab for us are issue management and all the CI/CD tools. Another aspect that I love about GitLab is the UI."
 

Cons

"Yes, it is not stable when you create a data table that includes more than 30 elements, so it can lose your data."
"The reporting and metrics can be improved. E.g.: If we wanted to have metrics across all projects."
"Support with In-App chat is great. However, it would be awesome to have real time support also for PT timezone."
"Copy-pasting something directly from JIRA requires too much modification and formatting."
"A key area for improvement is to revamp outdated components such as HipTest publisher."
"I would like to see better customer support."
"CucumberStudio's API integration could be improved both in terms of reliability and design."
"The reporting aspect can be improved."
"At this point, I think the features are declining."
"There is a need to improve or adopt AI into the ecosystem like a co-pilot, which Microsoft has done with GitHub."
"The documentation is confusing."
"The self-hosted version of GitLab is not very stable when under load. It slows down and requires restarts every few days."
"There are some challenges with repository file management as GitLab may struggle to manage larger files."
"As GitLab is not perfect, what needs improvement in the solution is the Wiki feature of the groups or the repertories because currently, it's not searchable by default."
"The tool should include a feature that helps to edit the code directly."
"The price of GitLab could improve, it is high."
 

Pricing and Cost Advice

Information not available
"The solution is free."
"The price is okay."
"We are using the free version of GitLab."
"GitLab is comparatively expensive, but it provides value because it's feature-rich."
"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."
"In total, I believe we have more than 300 licenses spread over about 100 users, though I can't comment on the costs involved."
"Regarding pricing, I would rate GitLab as moderately priced, maybe around a seven or eight out of ten. It could be more flexible for clients but generally offers good value."
"This product is not very expensive but the price can be better."
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Top Industries

By visitors reading reviews
Comms Service Provider
19%
Construction Company
14%
Manufacturing Company
13%
Financial Services Firm
10%
Financial Services Firm
13%
Manufacturing Company
11%
Government
8%
Computer Software Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise2
Large Enterprise4
By reviewers
Company SizeCount
Small Business39
Midsize Enterprise10
Large Enterprise49
 

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 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...
 

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: September 2026.
917,433 professionals have used our research since 2012.