Try our new research platform with insights from 80,000+ expert users

Adobe ColdFusion 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:
 

ROI

Sentiment score
7.1
Adobe ColdFusion enhances efficiency, accelerating development cycles and productivity, providing significant ROI in projects by reducing processing time.
Sentiment score
7.4
GitHub CoPilot enhances productivity, reduces costs by up to 40%, and improves ROI, especially for standardized tasks.
Our development cycle improved by around 25 to 30%, which allowed us to deliver more.
SDE at a tech vendor with 1,001-5,000 employees
A lot of time is saved using GitHub CoPilot because the PR review process used to take two to three days, but now it takes about two to three minutes to analyze the complete PR, get context, and give the rating.
AI Research Enthusiast and Developer at ADP
Efficiencies with GitHub CoPilot have improved by 30%, which means a quicker go-to market and a simplified way of documenting technical designs.
Vice President of Products at C5i
 

Customer Service

Sentiment score
6.9
Adobe support is responsive and helpful, offering guidance on licensing, configuration, and providing templates for user modification.
Sentiment score
4.9
GitHub CoPilot's support is generally satisfactory, with valuable community support but needs improvement in onboarding and response times.
The technical team also helped us towards the relevant documentation and provided step-by-step assistance whenever needed.
SDE at a tech vendor with 1,001-5,000 employees
With a large user base, it covers a wide range of questions, from simple to complex, ensuring that answers are available.
Software Engineer at a tech vendor with 1,001-5,000 employees
Whenever there's a downtime of GitHub CoPilot or any issue with login or plugins, customer support is good enough to solve those issues.
AI Research Enthusiast and Developer at ADP
GitHub technical support is excellent.
AppSec engineer at EastNets Holding Ltd.
 

Scalability Issues

Sentiment score
8.3
Adobe ColdFusion excels in scalability and performance, efficiently managing high demand and large-scale web services in clustered environments.
Sentiment score
7.0
GitHub CoPilot is praised for its scalability, effective user support, and ease of license acquisition, with room for enterprise enhancements.
Adobe ColdFusion is very scalable, and I have found it easy to scale as our needs have grown.
SDE at a tech vendor with 1,001-5,000 employees
It cannot be fully depended on to build every component and run a large enterprise application without significant human intervention.
Vice President of Products at C5i
Multiple people using it get a lot of immediate and exact responses useful for fixing issues, debugging, automating, or enhancing features.
AI Research Enthusiast and Developer at ADP
With an enterprise plan, there are no limitations, so scalability is not an issue.
Software Engineer at a tech vendor with 1,001-5,000 employees
 

Stability Issues

Sentiment score
7.5
Adobe ColdFusion is stable and reliable, excelling in enterprise support, though challenges arise from poor coding practices.
Sentiment score
7.4
GitHub CoPilot is largely stable with minor glitches, mostly consistent but occasionally disrupted, especially in complex setups.
We run several business-critical applications on it, and there are few issues that we encounter.
SDE at a tech vendor with 1,001-5,000 employees
In most cases, it does not generate irrelevant code.
Software Engineer at a tech vendor with 1,001-5,000 employees
At certain times, you may not get the required response and realize it's either down or not responding for other reasons.
Vice President of Products at C5i
 

Room For Improvement

Adobe ColdFusion requires modernization in DevOps integration, documentation, third-party authentication, data connectivity, and expanded community resources.
GitHub CoPilot needs improvements in accuracy, context awareness, language support, IDE integration, UI features, and automation capabilities.
Expanding the ecosystem and improving integration with popular DevOps and cloud-native tools would be beneficial.
SDE at a tech vendor with 1,001-5,000 employees
Users should not be 100% reliant on AI or any LLMs. They need to work on it and they need to review the code.
QA Manager at Synechron
There is excellent support across various code editors like JetBrains, VS Code, and NeoGen.
Software Engineer at a tech vendor with 1,001-5,000 employees
To understand our application better and learn from it would likely require access to the entire codebase, which a lot of companies may not allow.
Vice President of Products at C5i
 

Setup Cost

Adobe ColdFusion offers value and straightforward licensing for enterprises, contrasting with open-source options like Lucee, despite higher costs.
GitHub CoPilot offers free individual access and enterprise plans from $18-$20 per user, with negotiable pricing.
It is positioned more towards the enterprise market, so it's not the lowest-cost option compared to some open-source alternatives.
SDE at a tech vendor with 1,001-5,000 employees
They recently made Copilot free to use up to a certain limit, which is a positive change.
Software Engineer at a tech vendor with 1,001-5,000 employees
The kind of use that I am having with a $20-30 license, I think it is really of really good help.
QA Manager at Synechron
 

Valuable Features

Adobe ColdFusion facilitates rapid development with robust tools, strong security, and seamless integration, enhancing productivity and minimizing tasks.
GitHub CoPilot enhances productivity with context-aware suggestions, multi-language support, and seamless IDE integration for efficient coding.
The rapid development capabilities really stand out, especially the built-in tags and functions that simplify database interaction, form handling, and API creation.
SDE at a tech vendor with 1,001-5,000 employees
It is certainly time-saving; we have seen upwards of around 30% plus of time savings using GitHub CoPilot.
Vice President of Products at C5i
Things which were taking like two days are now finished within half an hour.
QA Manager at Synechron
Context awareness, inline autocompletions, rapid code prototyping, Agentic mode, and availability in multiple language IDEs are the best features of GitHub CoPilot.
AI Research Enthusiast and Developer at ADP
 

Categories and Ranking

Adobe ColdFusion
Ranking in Rapid Application Development Software
27th
Average Rating
8.4
Reviews Sentiment
6.9
Number of Reviews
7
Ranking in other categories
Low-Code Development Platforms (26th)
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 Adobe ColdFusion is 1.4%, up from 0.5% 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%
Adobe ColdFusion1.4%
Other94.4%
Rapid Application Development Software
 

Featured Reviews

OA
SDE at a tech vendor with 1,001-5,000 employees
Rapid development has improved enterprise workflows but still needs a more modern ecosystem
One of the best features of Adobe ColdFusion in my experience is how quickly I can develop and deploy applications. The rapid development capabilities really stand out, especially the built-in tags and functions that simplify database interaction, form handling, and API creation. It allows me to focus more on business logic rather than focusing on boilerplate code. I also find the debugging and logging tools helpful, such as being able to trace errors and monitor performance directly from the administrator. It basically speeds up troubleshooting significantly. If I had to choose one feature of Adobe ColdFusion that saves me the most time or reduces my workload the most, I would say the rapid development capabilities, especially the built-in tags and database integration features. That has saved me the most time because Adobe ColdFusion makes it very easy to connect to a database, execute queries, and handle data with minimal boilerplate code. Overall, it allows me to spend more time focusing on optimizing logic and improving user experience rather than dealing with infrastructure and repetitive setup tasks. One additional feature of Adobe ColdFusion that I can mention is the security capabilities. Adobe ColdFusion provides helpful tools for securing applications, such as role-based access control, session management, and built-in protections against vulnerabilities like CSRF and XSS. This feature basically reduces the amount of custom security code that we have to write.
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.
report
Use our free recommendation engine to learn which Rapid Application Development Software solutions are best for your needs.
882,813 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Government
14%
Manufacturing Company
12%
Computer Software Company
9%
Financial Services Firm
7%
Financial Services Firm
17%
Computer Software Company
9%
Manufacturing Company
8%
Healthcare Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business3
Midsize Enterprise1
Large Enterprise4
By reviewers
Company SizeCount
Small Business14
Midsize Enterprise2
Large Enterprise16
 

Questions from the Community

Ask a question
Earn 20 points
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?
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 ...
 

Overview

 

Sample Customers

Inspirus, Promisan, Webapper, Giva, Frontech Solutions Inc, Digicon, ITX Corp, Wall Street Magnate, SimulTV, ten24 Digital Solutions, Prospective Medical Data International Inc, Alcatel-Lucent
Information Not Available
Find out what your peers are saying about Adobe ColdFusion vs. GitHub CoPilot and other solutions. Updated: February 2026.
882,813 professionals have used our research since 2012.