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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
24th
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
12
Ranking in other categories
Dynamic Application Security Testing (DAST) (9th)
GitHub CoPilot
Ranking in Rapid Application Development Software
9th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
31
Ranking in other categories
AI Code Assistants (2nd)
 

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 GitHub CoPilot is 4.7%, up from 4.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Rapid Application Development Software Market Share Distribution
ProductMarket Share (%)
GitHub CoPilot4.7%
CucumberStudio0.5%
Other94.8%
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…
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 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 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."
"The solution is stable."
"The URL is very useful, and it has a very good UI for deploying information of the scenarios created."
"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."
"CucumberStudio aligns with our strategy for data-driven testing."
"There is absolutely a humongous return on investment with GitHub CoPilot in my organization."
"The solution increases coding efficiency."
"The platform's most valuable feature is detecting and suggesting variables based on the existing file context."
"Initially, OpenAI is free, but you'll need to pay for it later."
"In terms of understanding user queries and providing code that aligns with my expectations, there is room for improvement."
"The CoPilot app that you can use while creating presentations is very useful."
"The platform's most valuable feature is its code suggestion capability, which leverages AI to provide context-aware suggestions."
"The product's initial setup phase is easy."
 

Cons

"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."
"A key area for improvement is to revamp outdated components such as HipTest publisher."
"The reporting needs to be improved."
"CucumberStudio's API integration could be improved both in terms of reliability and design."
"I would like to see better customer support."
"I think it would be better if we could also do the reporting with CucumberStudio."
"If the tool could focus on specific lines where changes are suggested, it would save time and reduce server load."
"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."
"There are no extensions provided by the product for Eclipse."
"The product's price is an area of concern where improvements are required."
"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."
"They could improve the product in terms of integration with other tools."
"It cannot be fully depended on to build every component and run a large enterprise application without significant human intervention."
"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 is less expensive than other solutions."
"There is a need to pay around 10 USD to be able to use the solution."
"GitHub Copilot is a paid service, costing approximately $6 per month. There might be a free trial available."
"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."
"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."
"The solution is costly."
"A personal license is priced at ten dollars per month, while a professional or enterprise license costs nineteen dollars per user, and these rates are consistent for all users."
"The pricing for GitHub Copilot is around ten dollars per month."
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Top Industries

By visitors reading reviews
No data available
Financial Services Firm
17%
Computer Software Company
9%
Manufacturing Company
9%
Healthcare Company
7%
 

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 Business14
Midsize Enterprise2
Large Enterprise15
 

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?
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 ...
 

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: December 2025.
881,082 professionals have used our research since 2012.