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CucumberStudio vs GitHub CoPilot 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
25th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
12
Ranking in other categories
Dynamic Application Security Testing (DAST) (12th)
GitHub CoPilot
Ranking in Rapid Application Development Software
7th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
34
Ranking in other categories
AI Code Assistants (3rd)
 

Mindshare comparison

As of August 2026, in the Rapid Application Development Software category, the mindshare of CucumberStudio is 0.7%, up from 0.2% compared to the previous year. The mindshare of GitHub CoPilot is 2.4%, down from 6.1% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Rapid Application Development Software Mindshare Distribution
ProductMindshare (%)
GitHub CoPilot2.4%
CucumberStudio0.7%
Other96.9%
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…
TusharShankar - PeerSpot reviewer
QA Manager at Synechron
AI coding assistant has transformed development speed and supports learning new languages
Any technology comes with two things, or rather anything in this world has both sides, good and bad. LLMs also have the same thing. The bad part is for a person who is 100% dependent on AI because they won't be able to learn more if they are 100% dependent on that. The main thing is that there has to be restraint from our side. I won't say it is from the tool side, but from our side, we need to learn and we need to work on it. We need to review the code. That is one thing that we need to do from our end. From a technology perspective, it is designed to help us out, and it is totally on our side of thinking about how exactly we are going to use that. There is not any area for improvement from the tool side, but it is from the users altogether. Users should not be 100% reliant on AI or any LLMs. They need to work on it and they need to review the code.

Quotes from Members

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

Pros

"The solution is stable."
"CucumberStudio has a very user-friendly interface."
"Hiptest is a great test management tool for agile teams."
"The power of Hiptest is its test cases and campaign management."
"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."
"Hiptest allowed us to clean up our test campaigns and standardize the way we write test cases and structure our BDD approach."
"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."
"The data table that helps in converting a single script to multiple test cases is very helpful."
"Initially, OpenAI is free, but you'll need to pay for it later."
"GitHub CoPilot has good stability and performance."
"GitHub Copilot code suggestion capabilities are always good."
"For example, what I create in one day, GitHub Copilot can help me create in one or two hours."
"The initial setup of the product is easy."
"GitHub CoPilot accelerates productivity. It is an easy-to-use solution that is also helpful in saving the team's time."
"I can upload code snippets or class files and ask for solutions to improve them, which works well. It's a great productivity tool that saves me time searching websites. While there are alternatives like ChatGPT and other AI tools, the advantage of the tool is that it is built into the IDE."
"When I write code, I feel like I have someone sitting with me to help me. Wherever I'm stuck, I just ask a question, and it provides guidance that I can use."
 

Cons

"The reporting aspect can be improved."
"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 and metrics can be improved. E.g.: If we wanted to have metrics across all projects."
"I think it would be better if we could also do the reporting with CucumberStudio."
"More tutorials and examples."
"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."
"The only suggestion is to enhance Copilot's ability to assist developers with infrastructure as code tasks. Like, while using CI/CD pipeline, when I use YAML files, so it could just support the port number."
"I don't have enough experience to share this kind of feedback."
"Sometimes, if it is a bigger piece of code, it breaks in between."
"The product's price is an area of concern where improvements are required."
"They could enhance the product's accuracy of suggestions, especially when dealing with non-standard or legacy code."
"The suggestions provided by the product must be improved."
"The limitation is based on the training dataset and the number of repositories."
"There's room for improvement to ensure that suggestions align more precisely with the context of what I'm seeking, minimizing instances of unrelated or inaccurate code suggestions."
 

Pricing and Cost Advice

Information not available
"We have a demo license. Once we understand what we'll do, we'll start with a paid license."
"The pricing is reasonable. I think it is 10 USD per user."
"There is a need to pay around 10 USD to be able to use the solution."
"GitHub CoPilot is less expensive than other solutions."
"The product has a tiered pricing model that starts with a free version for individual developers but requires a separate license fee for enterprise use."
"We have a license but need another one for the GitHub CoPilot tool."
"GitHub CoPilot's pricing is reasonable. Our licensing costs were initially monthly, but then we switched to yearly payments. I rate the tool's pricing an eight out of ten."
"The product offers a free version and a paid version. Whether to choose the product's free version or paid version depends on the size of the company where it will be used."
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Top Industries

By visitors reading reviews
Manufacturing Company
16%
Construction Company
16%
Comms Service Provider
12%
Financial Services Firm
11%
Financial Services Firm
14%
Manufacturing Company
9%
Computer Software Company
7%
Comms Service Provider
6%
 

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 Business15
Midsize Enterprise5
Large Enterprise18
 

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 GitHub CoPilot?
For now, I think it is okay. It is not that expensive. The kind of use that I am having with a $20-30 license, I think it is really of really good help.
What needs improvement with GitHub CoPilot?
It would be helpful if GitHub CoPilot provided more context about why it generated a particular solution, making it easier to learn from suggestions and build confidence in using them. I would impr...
What is your primary use case for GitHub CoPilot?
I have been using GitHub CoPilot for around six months, primarily while developing and maintaining automation test scripts in Java, where it helps with code solutions, boilerplate code, and improvi...
 

Also Known As

Hiptest
No data available
 

Overview

 

Sample Customers

Cisco, Cardinal Health, Intuit, Smartbox, Accenture, Deliveroo
Information Not Available
Find out what your peers are saying about CucumberStudio vs. GitHub CoPilot and other solutions. Updated: June 2026.
908,834 professionals have used our research since 2012.