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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) (13th)
GitLab
Ranking in Rapid Application Development Software
11th
Average Rating
8.4
Reviews Sentiment
7.0
Number of Reviews
91
Ranking in other categories
Application Security Tools (7th), Build Automation (1st), Release Automation (2nd), Static Application Security Testing (SAST) (4th), Software Composition Analysis (SCA) (4th), Enterprise Agile Planning Tools (2nd), Fuzz Testing Tools (2nd), DevSecOps (1st)
 

Mindshare comparison

As of May 2026, in the Rapid Application Development Software category, the mindshare of CucumberStudio is 0.8%, up from 0.1% compared to the previous year. The mindshare of GitLab is 1.6%, down from 3.2% 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 is a great test management tool for agile teams."
"Integration with automation frameworks, keywords, and tags allows for saving time writing test cases and implementing automation."
"The URL is very useful, and it has a very good UI for deploying information of the scenarios created."
"The best thing is that a person without knowledge about the program can easily understand what happened in our testing process."
"CucumberStudio has a very user-friendly interface."
"CucumberStudio aligns with our strategy for data-driven testing."
"CucumberStudio aligns with our strategy for data-driven testing."
"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."
"It is a speedy platform compared to the others I have used, and I have also enjoyed using the platform as this solution offers a good user experience."
"We also found the straightforward setup, stability, and scalability of GitLab valuable."
"We compared this solution with Atlassian, which has Bitbucket, and we felt GitLab is a little easier to use."
"The solution is valuable for developers because it includes version controlling, pipelines, CI/CD, and integrations."
"As a developer, this solution is useful as a repository holder because most of the POC projects that we have are on GitLab."
"The initial setup of GitLab is pretty simple, with no complications."
"GitLab is a very good solution because you can completely maintain your code and have a number of developers working on the same project."
"CI/CD and GitLab scanning are the most valuable features."
 

Cons

"More tutorials and examples."
"Another kind of deployment might be useful, perhaps an option to install the tool in a local deployment."
"Support with In-App chat is great. However, it would be awesome to have real time support also for PT timezone."
"Yes, it is not stable when you create a data table that includes more than 30 elements, so it can lose your data."
"CucumberStudio's API integration could be improved both in terms of reliability and design."
"The reporting needs to be improved."
"The reporting aspect can be improved."
"I think it would be better if we could also do the reporting with CucumberStudio."
"I used Spring Cloud config and to connect that to GitLab was so hard."
"I would like to see better integration with project management tools such as Jira."
"The documentation could be improved to help newcomers better understand things like creating new branches."
"Currently, GitLab is not easy to scale because GitLab has specific deployment instructions. We deploy it on one of the VMs."
"The only feature I have used in GitLab that I thought could be improved is their code generation feature."
"The installation can be difficult. You need to get used to the markdown files, the tutorials that are offered are not the best."
"Its security features are very expensive. The Ultimate version is very expensive."
"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."
 

Pricing and Cost Advice

Information not available
"I'm not aware of the licensing costs because those were covered by the customer."
"We are using its free version, and we are evaluating its Premium version. Its Ultimate version is very expensive."
"The initial setup cost is excellent and you can add the premium features later."
"It seems reasonable. Our IT team manages the licenses."
"The solution is based on a subscription model and is reasonably priced."
"It is very expensive. We can't bear it now, and we have to find another solution. We have a yearly subscription in which we can increase the number of licenses, but we have to pay at the end of the year."
"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."
"Its price is fine. It is on the cheaper side and not expensive. You have to pay additionally for GitLab CI/CD minutes. Initially, we used the free version. When we ran out of GitLab minutes, we migrated to the paid version."
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Top Industries

By visitors reading reviews
Comms Service Provider
20%
Manufacturing Company
16%
Construction Company
14%
Financial Services Firm
9%
Financial Services Firm
14%
Manufacturing Company
10%
Government
10%
Computer Software Company
9%
 

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 Business38
Midsize Enterprise11
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...
 

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: April 2026.
894,738 professionals have used our research since 2012.