Adobe ColdFusion vs Retool comparison

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Adobe ColdFusion

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Executive SummaryUpdated on Dec 17, 2024

Adobe ColdFusion and Retool are app development products. ColdFusion excels in efficient data integration and support, while Retool stands out for its intuitive experience and advanced features, making it a preferred choice for feature-rich applications.

Features: Adobe ColdFusion offers rapid development capabilities with built-in tools ideal for robust backend operations, seamless enterprise-grade integrations, and comprehensive tool suites. Retool simplifies custom application creation with its strong focus on visualization, flexibility, and integration with various data sources, supported by customizability and simplicity.

Room for Improvement: Adobe ColdFusion could enhance its modern development features, user interface design, and support for emerging web standards. Retool could expand its on-premises deployment options, enhance offline functionality, and improve customization for complex backend workflows.

Ease of Deployment and Customer Service: Adobe ColdFusion offers versatile deployment options for both on-premises and cloud environments, supported by strong customer service. Retool provides a flexible cloud-based model focusing on ease of use, with excellent customer service prioritizing quick resolution and efficiency.

Pricing and ROI: Adobe ColdFusion has a lower initial setup cost with strong ROI for long-term projects, benefiting cost-sensitive organizations. Retool, with higher initial costs, justifies through reduced workload and rapid prototyping, offering substantial time and resource savings.

To learn more, read our detailed Adobe ColdFusion vs. Retool Report (Updated: March 2026).

Adobe ColdFusion vs. Retool

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Helped 885,311 peers since 2012

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

7.4

Adobe ColdFusion boosts development speed by 20-30%, reducing errors and cutting manual processing time by 35-40%.

Sentiment score

6.0

Reducing developer needs and using affordable tools led to significant cost savings and justified user fees.

ColdFusion's simplicity for handling backend logic and database integration helped reduce development and validation time by roughly twenty to twenty-five percent.

Senior Quality Automation Engineer at BMC Software, Inc.

Our development cycle improved by around 25 to 30%, which allowed us to deliver more.

For more quotes and insights, download the Adobe ColdFusion report

SDE at a tech vendor with 1,001-5,000 employees

We had fewer front-end resources, and while developing with Retool, we did not need many front-end team members, which saved on salaries.

software engineer at a non-tech company with 1,001-5,000 employees

I think we can see time saved to start the proof of concept and maybe money saved because I was able to develop the mobile app alone without needing additional resources.

For more quotes and insights, download the Retool report

IT consultant for healthcare sector at Freelancer

Customer Service

Sentiment score

7.3

Adobe ColdFusion support is praised for responsive technical assistance, licensing help, and clear guidance, despite variable response times.

Sentiment score

5.0

Retool's support is responsive and helpful, with users suggesting chat for improvement amid varied experiences with assistance resources.

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

I have a very good experience with customer support for Adobe ColdFusion because if any escalations arise, they immediately raise a ticket and follow up with the respective person.

For more quotes and insights, download the Adobe ColdFusion report

Senior Quality Automation Engineer at BMC Software, Inc.

The customer support is amazing; overall, AWS customer support is very professional and fast.

software engineer at a non-tech company with 1,001-5,000 employees

Technical support team is available, but I haven't needed to contact them.

For more quotes and insights, download the Retool report

Full Stack PHP/Python AWS Developer at Binary Port

Scalability Issues

Sentiment score

8.3

Adobe ColdFusion efficiently scales enterprise web applications, excelling in performance and stability for high-demand, large-scale environments.

Sentiment score

6.6

Retool is scalable and efficient, supporting large user bases and datasets with customizable security and effective performance management.

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 can handle increasing workloads by scaling vertically as well as horizontally, depending on the architecture and processes being used in the company.

For more quotes and insights, download the Adobe ColdFusion report

Senior Quality Automation Engineer at BMC Software, Inc.

It's scalable and doesn't experience any slowdown when handling increasing data volumes.

Full Stack PHP/Python AWS Developer at Binary Port

Retool is more suited for startups, but it can get messy at scale.

For more quotes and insights, download the Retool report

software engineer at a non-tech company with 1,001-5,000 employees

Stability Issues

Sentiment score

7.8

Adobe ColdFusion is stable and reliable for enterprises, excelling in backend processing and integrations; support is effective but pricey.

Sentiment score

8.3

Retool is generally stable and reliable, with occasional issues, garnering mostly positive ratings from users.

It supports load balancing, clustering, and high availability.

reviewer2789682

SDE 1 at a financial services firm with 1,001-5,000 employees

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

Adobe ColdFusion is absolutely stable and reliable, especially for long-running enterprise applications.

For more quotes and insights, download the Adobe ColdFusion report

Senior Quality Automation Engineer at BMC Software, Inc.

Retool is stable in my experience.

For more quotes and insights, download the Retool report

IT consultant for healthcare sector at Freelancer

Room For Improvement

Adobe ColdFusion needs modernization in tooling, UI, documentation, and enhanced support for modern use cases and third-party connectivity.

Retool struggles with customization, integration, support, and documentation, requiring better tools, language support, and user resources.

Improving documentation clarity and organization, especially for newer features and integration scenarios, would make it easier for teams to get up to speed and follow best practices.

Senior Quality Automation Engineer at BMC Software, Inc.

Expanding the ecosystem and improving integration with popular DevOps and cloud-native tools would be beneficial.

For more quotes and insights, download the Adobe ColdFusion report

SDE at a tech vendor with 1,001-5,000 employees

Retool needs more customization options, as it should not be limited to a few customization features; it should be broader, with more features available for users to utilize.

software engineer at a non-tech company with 1,001-5,000 employees

AI tools, features, and machine learning capabilities should be added as they would be helpful in the future.

For more quotes and insights, download the Retool report

Full Stack PHP/Python AWS Developer at Binary Port

There should be better documentation or support for non-technical users, providing a platform to learn and implement Retool effectively.

reviewer2775993

Construction Data Analyst at a tech services company with 10,001+ employees

Setup Cost

Adobe ColdFusion offers enterprise-level licensing, praised for its effectiveness despite higher costs compared to open-source alternatives like Lucee.

Retool offers competitive pricing, appealing to small teams with free plans and larger deployments facing affordable user costs.

It is positioned more towards the enterprise market, so it's not the lowest-cost option compared to some open-source alternatives.

For more quotes and insights, download the Adobe ColdFusion report

SDE at a tech vendor with 1,001-5,000 employees

The pricing, setup cost, and licensing experience were good as the free plan was enough for us.

For more quotes and insights, download the Retool report

IT consultant for healthcare sector at Freelancer

Valuable Features

Adobe ColdFusion offers rapid development, easy integration, robust security, and a developer-friendly ecosystem for efficient data-driven applications.

Retool simplifies UI dashboard creation with easy API integration, supports complex logic, and enhances efficiency for teams and startups.

Adobe ColdFusion reduces development cost, with less boilerplate code compared to Java or .NET.

reviewer2789682

SDE 1 at a financial services firm with 1,001-5,000 employees

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

ColdFusion makes it relatively straightforward to connect with databases, external services, and APIs, which is critical in enterprise applications.

For more quotes and insights, download the Adobe ColdFusion report

Senior Quality Automation Engineer at BMC Software, Inc.

Retool positively impacts our organization by saving costs compared to using other data repositories, and teams prefer Retool for daily tasks that perform customizations to showcase web pages or link their data backend, making it more efficient and cost-effective than other software available in the market.

reviewer2775993

Construction Data Analyst at a tech services company with 10,001+ employees

Retool provides built-in features with all processing happening within the platform, which is a significant advantage.

Full Stack PHP/Python AWS Developer at Binary Port

The best features Retool offers include the ability to quickly create a mobile app and use this mobile app in a native mobile app for Android.

For more quotes and insights, download the Retool report

IT consultant for healthcare sector at Freelancer

Categories and Ranking

Adobe ColdFusion

Ranking in Rapid Application Development Software

23rd

Average Rating

8.6

Reviews Sentiment

7.1

Number of Reviews

Ranking in other categories

Low-Code Development Platforms (22nd)

Retool

Ranking in Rapid Application Development Software

15th

Average Rating

8.0

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

AI Software Development (11th)

Mindshare comparison

As of March 2026, in the Rapid Application Development Software category, the mindshare of Adobe ColdFusion is 1.6%, up from 0.5% compared to the previous year. The mindshare of Retool is 1.3%, up from 0.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Rapid Application Development Software Mindshare Distribution
Product	Mindshare (%)
Retool	1.3%
Adobe ColdFusion	1.6%
Other	97.1%

Rapid Application Development Software

Featured Reviews

Rapid backend validation has improved data-driven workflows and supports reliable API testing

Senior Quality Automation Engineer at BMC Software, Inc.

Adobe ColdFusion is a solid and mature platform, but there are a few areas where it could improve. One key area is modernization and developer experience. Improving the tooling, UI, and alignment with more modern development practices would make it more appealing to new developers. Another area is performance optimization and scalability guidance. A couple of additional areas come to my mind regarding needed improvements for Adobe ColdFusion. Improving documentation clarity and organization, especially for newer features and integration scenarios, would make it easier for teams to get up to speed and follow best practices. From a compatibility standpoint, stronger alignment with modern frameworks, cloud-native environments, and containerization would be beneficial as more organizations move toward those architectures.

Read full review

Has provided a quick way to build mobile apps and could improve usability for non-technical users

IT consultant for healthcare sector at Freelancer

The best features Retool offers include the ability to quickly create a mobile app and use this mobile app in a native mobile app for Android. I found the process of creating and deploying those mobile apps for Android with Retool to be smooth as the documentation is very good, and I found answers and examples to create a mobile app. I can access a debug mode in the mobile app which was really convenient to make tests and find what can be improved, where I have a problem, and how to correct it. Retool positively impacted my organization as the proof of concept we built gave us a way to convince power users and key users before developing the real software. It was a way to maintain the launch date of the project, which helped speed up the project timeline and save resources.

Read full review

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885,311 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Construction Company

16%

Government

10%

Manufacturing Company

University

Construction Company

19%

Manufacturing Company

11%

Comms Service Provider

10%

Outsourcing Company

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	3
Midsize Enterprise	1
Large Enterprise	5

By reviewers
Company Size	Count
Small Business	5
Midsize Enterprise	3
Large Enterprise	4

Questions from the Community

What is your experience regarding pricing and costs for Adobe ColdFusion?

My experience with pricing, setup cost, and licensing for Adobe ColdFusion has been good. It is positioned more towards the enterprise market, so it's not the lowest-cost option compared to some op...

What needs improvement with Adobe ColdFusion?

Overall, Adobe ColdFusion is a good product, but one area in modernization of the ecosystem can be improved. Compared to some newer platforms, the community is smaller, and there are few modern thi...

What is your primary use case for Adobe ColdFusion?

My main use case for Adobe ColdFusion is developing and maintaining enterprise web applications. Most of my work involves building backend business logic, creating and consuming APIs, and integrati...

What is your experience regarding pricing and costs for Retool?

The pricing, setup cost, and licensing experience were good as the free plan was enough for us.

What needs improvement with Retool?

Retool, being a low-code/no-code platform, could improve by allowing users, particularly non-technical users, to use it more easily. In the mobile app development, you have to use JavaScript to int...

What is your primary use case for Retool?

My main use case for Retool involves an inventory app project. I built a mobile app to make an inventory of chemistry products. Retool helped me with that project as it was a good way to show a qui...

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Product Reports

Adobe ColdFusion

Download Adobe ColdFusion product report

Download Retool product report

Overview

Adobe ColdFusion is a powerful server-side programming language for website and internal solution development. It is rapid application development (RAD) product that is easy to learn, well maintained, easily scalable in a clustered environment, stable, and can be integrated with various services.

The solution has helped organizations improve productivity and efficiency by developing tools that address specific needs and becoming safer using the product. Adobe ColdFusion is an excellent choice for organizations looking for a powerful and easy-to-use server-side programming language.

Adobe

Retool enables rapid construction of internal tools with minimal coding, streamlining workflows across HR, customer support, and compliance. Praised for its drag-and-drop interface, extensive component library, and SQL support, it boosts organizational efficiency by automating tasks and enhancing data management.

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

Adobe ColdFusion vs. Retool