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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
23rd
Average Rating
8.0
Reviews Sentiment
7.1
Number of Reviews
12
Ranking in other categories
Dynamic Application Security Testing (DAST) (11th)
GitHub CoPilot
Ranking in Rapid Application Development Software
8th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
31
Ranking in other categories
AI Code Assistants (2nd)
 

Mindshare comparison

As of February 2026, in the Rapid Application Development Software category, the mindshare of CucumberStudio is 0.6%, up from 0.1% compared to the previous year. The mindshare of GitHub CoPilot is 4.2%, down from 5.0% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Rapid Application Development Software Market Share Distribution
ProductMarket Share (%)
GitHub CoPilot4.2%
CucumberStudio0.6%
Other95.2%
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."
"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 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."
"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 URL is very useful, and it has a very good UI for deploying information of the scenarios created."
"CucumberStudio aligns with our strategy for data-driven testing."
"GitHub CoPilot is easy to set up as it only requires enabling certain settings."
"Efficiencies with GitHub CoPilot have improved by 30%, which means a quicker go-to market and a simplified way of documenting technical designs."
"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."
"The most valuable skill and characteristic of GitHub CoPilot is that you can find any information in seconds."
"The initial setup of the product is easy."
"GitHub Copilot code suggestion capabilities are always good."
"The platform's most valuable feature is its code suggestion capability, which leverages AI to provide context-aware suggestions."
"The product is easy to integrate."
 

Cons

"A key area for improvement is to revamp outdated components such as HipTest publisher."
"Another kind of deployment might be useful, perhaps an option to install the tool in a local deployment."
"I would like to see better customer support."
"I think it would be better if we could also do the reporting with CucumberStudio."
"CucumberStudio's API integration could be improved both in terms of reliability and design."
"A key area for improvement is to revamp outdated components such as HipTest publisher."
"The reporting needs to be improved."
"The tool needs to focus on integration, as it is the most important aspect. I would like to see some pre-designed modules included in my projects."
"I don't have enough experience to share this kind of feedback."
"They could simplify the API integrations and allow us to automate certain tasks using our own server without just logging into the web page."
"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."
"GitHub CoPilot's alerting features need improvement."
"One drawback is that the solution sometimes suggests unwanted code, especially if I accidentally press the tab. This doesn't happen often. Sometimes it seems to understand my code, but other times it doesn't. This inconsistency is confusing."
"It cannot be fully depended on to build every component and run a large enterprise application without significant human intervention."
 

Pricing and Cost Advice

Information not 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."
"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."
"Each user needs their license, whether it's a big team or a small team."
"The solution is costly."
"We have a license but need another one for the GitHub CoPilot tool."
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Top Industries

By visitors reading reviews
Comms Service Provider
22%
Manufacturing Company
18%
Marketing Services Firm
8%
Transportation Company
8%
Financial Services Firm
16%
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 Enterprise16
 

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.
881,707 professionals have used our research since 2012.