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CucumberStudio vs GitHub CoPilot 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) (12th)
GitHub CoPilot
Ranking in Rapid Application Development Software
8th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
34
Ranking in other categories
AI Code Assistants (3rd)
 

Mindshare comparison

As of November 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 GitHub CoPilot is 2.3%, down from 5.8% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Rapid Application Development Software Mindshare Distribution
ProductMindshare (%)
GitHub CoPilot2.3%
CucumberStudio0.8%
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 URL is very useful, and it has a very good UI for deploying information of the scenarios created."
"Hiptest allowed us to clean up our test campaigns and standardize the way we write test cases and structure our BDD approach."
"CucumberStudio aligns with our strategy for data-driven testing."
"The data table that helps in converting a single script to multiple test cases is very helpful."
"Integration with automation frameworks, keywords, and tags allows for saving time writing test cases and implementing automation."
"The most valuable feature is the re-usability of action words."
"The power of Hiptest is its test cases and campaign management."
"Hiptest is a great test management tool for agile teams."
"It enhances efficiency and productivity in development."
"GitHub CoPilot is easy to set up as it only requires enabling certain settings."
"The product's initial setup phase is easy."
"Copilot is integrated into my environment, providing the context and the bigger picture of how the code is used throughout the project."
"For example, what I create in one day, GitHub Copilot can help me create in one or two hours."
"Copilot is highly recommended for everyone."
"The product's most valuable feature is vulnerability management features."
"There is absolutely a humongous return on investment with GitHub CoPilot in my organization."
 

Cons

"Another kind of deployment might be useful, perhaps an option to install the tool in a local deployment."
"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 needs to be improved."
"Support with In-App chat is great. However, it would be awesome to have real time support also for PT timezone."
"The reporting aspect can be improved."
"A key area for improvement is to revamp outdated components such as HipTest publisher."
"I would like to see better customer support."
"It needs some improvement when exporting scenarios into automation code, to make it easier to manage the repeatable action words and tests."
"The solution's accuracy and relevance could be improved."
"The solution is expensive. It should also support other programming languages."
"In a few cases, the results aren't correct, so that needs improvement. Also, it would be great if the results could be presented in different formats, not just text. As engineers, it takes time to read through text-based results."
"GitHub CoPilot's alerting features need improvement."
"GitHub CoPilot should be integrated with different IDEs beyond VS Code, as it is currently only supported by VS Code."
"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."
"There is a lot of hallucination happening in GitHub CoPilot sometimes; on one side, it provides production-grade environment code, but on the other side, it lacks understanding the context of what I tell it and hallucinates a lot."
"Some of the suggestions provided by GitHub CoPilot are not accurate, making it an area of concern where improvements are required."
 

Pricing and Cost Advice

Information not available
"GitHub CoPilot comes readily available for enterprise customers, so it's a free add-on if you already have GitHub's enterprise license."
"The solution is costly."
"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."
"There is a need to pay around 10 USD to be able to use the solution."
"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."
"GitHub Copilot is a paid service, costing approximately $6 per month. There might be a free trial available."
"The pricing is reasonable. I think it is 10 USD per user."
"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."
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Top Industries

By visitors reading reviews
Comms Service Provider
20%
Construction Company
15%
Financial Services Firm
10%
Manufacturing Company
10%
Financial Services Firm
15%
Manufacturing Company
9%
Comms Service Provider
8%
Computer Software Company
7%
 

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 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: September 2026.
920,769 professionals have used our research since 2012.