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: June 2026).

Adobe ColdFusion vs. Retool

June 2026

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Helped 908,800 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

6.6

Adobe ColdFusion enhances ROI by reducing development time, deployment speed, and costs, improving efficiency compared to Java and PHP.

Sentiment score

6.5

Retool saves time and money, reducing developer dependency, while offering efficient, cost-effective solutions with a minimal monthly expense.

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

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

We saved at least 25 percent of development time with Adobe ColdFusion.

For more quotes and insights, download the Adobe ColdFusion report

Cloud Engineer at TO THE NEW Digital

I can estimate that I have saved at least sixty percent of time compared to a project that involved Spring Boot, and the site was ready in about five minutes.

reviewer2830572

Senior Software Engineer at a outsourcing company 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.

IT consultant for healthcare sector at Freelancer

We have seen a return on investment because we are building these internal dashboards 30 to 50% faster, so we are saving approximately 30 to 50% of an employee's time.

For more quotes and insights, download the Retool report

Product Manager at a tech vendor with 11-50 employees

Customer Service

Sentiment score

6.3

Adobe ColdFusion customer service is praised for responsiveness and effective assistance, scoring 8.5/10 in user satisfaction.

Sentiment score

5.5

Retool's customer service is mixed, with varying satisfaction levels, reliance on external resources, and praise for prompt assistance.

The technical team also helped us towards the relevant documentation and provided step-by-step assistance whenever needed.

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

They provided clear guidance and helped us troubleshoot a deployment issue very quickly.

For more quotes and insights, download the Adobe ColdFusion report

Cloud Engineer at TO THE NEW Digital

The customer support for Adobe ColdFusion is wonderful.

Kalpesh-Shah

IT Manager at a retailer with 10,001+ employees

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

It is very easy to learn and integrate within our database and infrastructure because we are already on Amazon Web Services, and our entire tech stack is on Amazon Web Services.

Product Manager at a tech vendor with 11-50 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

7.0

Adobe ColdFusion is highly scalable and reliable for enterprise applications, despite minor scalability concerns from some users.

Sentiment score

6.7

Retool efficiently scales, supporting many users with large datasets, offering customization and security, although complexity may rise with features.

Adobe ColdFusion is very scalable, and I have found it easy to scale as our needs have grown.

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

As we have grown, we have been able to handle more users and larger datasets without any major performance issues.

For more quotes and insights, download the Adobe ColdFusion report

Cloud Engineer at TO THE NEW Digital

Adobe ColdFusion's scalability is good; it is really scalable, reliable, and stable.

Vishwanath Singh

Senior Engineer 3 at a financial services firm with 10,001+ employees

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

8.1

Adobe ColdFusion is praised for stability, reliability, scalability, and support in enterprise applications, barring coding-related issues.

Sentiment score

8.4

Retool is highly rated for dependability, with users experiencing minimal issues, praising its stability and reliable performance.

It supports load balancing, clustering, and high availability.

reviewer2789682

Software Developer 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 III at a tech vendor with 1,001-5,000 employees

Adobe ColdFusion is really stable and very reliable.

For more quotes and insights, download the Adobe ColdFusion report

Cloud Engineer at TO THE NEW Digital

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 through tooling, UI updates, improved documentation, flexible licensing, and better integration with modern frameworks.

Retool's front-end and usability limitations frustrate users, highlighting needs for enhanced customization, integration, and non-technical user support.

Adobe should invest more in open-source IDE tools to have robust, error-free linting, formatting, and auto-completion standards that match the seamless experience found in environments such as Python.

Ahmed Zakarriyah

Project Associate at Isuna Technologies

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

Adobe ColdFusion can be improved if there was an AI feature integrated through prompt engineering, which would be very helpful.

surajku32

System Administrator at VATSIN Technology Solutions Pvt

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 targets enterprises with competitive pricing, though costly for smaller businesses, offering value, performance, and cloud flexibility.

Retool's pricing is affordable for small setups but can be expensive for larger deployments compared to industry leaders.

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

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

The pricing for Adobe ColdFusion is fair, and performance is a solid aspect of this tool for me.

For more quotes and insights, download the Adobe ColdFusion report

Cloud Engineer at TO THE NEW Digital

You can always negotiate.

Kalpesh-Shah

IT Manager at a retailer with 10,001+ employees

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

IT consultant for healthcare sector at Freelancer

My experience with pricing, setup cost, and licensing for Retool is that it is straightforward but somewhat pricey compared to other industry leaders such as Sentry and others.

For more quotes and insights, download the Retool report

Product Manager at a tech vendor with 11-50 employees

Valuable Features

Adobe ColdFusion streamlines development with low-code functionality, seamless database integration, and robust backend support for faster deployments.

Retool streamlines development with a user-friendly interface, enabling rapid MVP creation and enhancing productivity with extensive customization features.

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

reviewer2789682

Software Developer 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.

For more quotes and insights, download the Adobe ColdFusion report

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

Previously, creating an admin panel took us 10 to 15 days, but now we are able to create it in one to two hours, which is very useful for us.

surajku32

System Administrator at VATSIN Technology Solutions Pvt

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

Compared to other solutions, the time is 30 to 50% shorter when we are building an internal tool using Retool.

Product Manager at a tech vendor with 11-50 employees

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

For more quotes and insights, download the Retool report

Full Stack PHP/Python AWS Developer at Binary Port

Categories and Ranking

Adobe ColdFusion

Ranking in Rapid Application Development Software

18th

Average Rating

8.4

Reviews Sentiment

6.7

Number of Reviews

Ranking in other categories

Low-Code Development Platforms (15th)

Retool

Ranking in Rapid Application Development Software

20th

Average Rating

8.0

Reviews Sentiment

6.8

Number of Reviews

Ranking in other categories

AI Software Development (22nd)

Mindshare comparison

As of August 2026, in the Rapid Application Development Software category, the mindshare of Adobe ColdFusion is 1.5%, up from 0.6% compared to the previous year. The mindshare of Retool is 1.3%, up from 0.7% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Rapid Application Development Software Mindshare Distribution
Product	Mindshare (%)
Adobe ColdFusion	1.5%
Retool	1.3%
Other	97.2%

Rapid Application Development Software

Featured Reviews

Kalpesh-Shah

IT Manager at a retailer with 10,001+ employees

Rapid web delivery has improved productivity and now supports faster multi‑client deployments

Adobe ColdFusion should continue modernization with AI and other new technologies. While plugins already exist, the product needs to stay ahead of the curve in making new development changes and fast bug enhancements with new features. Regarding Adobe ColdFusion's AI capabilities, you don't want to have everything used automatically via AI. You always want to have control and validation. Someone has to review it, press the button, and approve it before deployments take place. Even with the AI feature, you always want that particular transition where someone has to manually do it. AI is good and can reduce so many things, but you want to have a fail-safe mechanism. Regarding Adobe ColdFusion's AI capabilities, the learning curve is significant. It is a new AI capability, but it is not currently 100 percent. I would say it is about 60 to 70 percent. The technology with AI is new, and the product should continue to improve. There are always gaps that need to be addressed.

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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908,800 professionals have used our research since 2012.

Top Industries

By visitors reading reviews

Outsourcing Company

16%

Construction Company

13%

Manufacturing Company

University

Construction Company

22%

Manufacturing Company

12%

Financial Services Firm

11%

Comms Service Provider

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

By reviewers
Company Size	Count
Small Business	12
Midsize Enterprise	2
Large Enterprise	14

By reviewers
Company Size	Count
Small Business	7
Midsize Enterprise	3
Large Enterprise	4

Questions from the Community

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

With AWS, you can ask for a bundle. With your plans, you can state what you want and ask for the cost, and it can recalculate your cost. If you see more, then you work with your accounting rep and ...

What needs improvement with Adobe ColdFusion?

Adobe ColdFusion could be improved by providing the opportunity to specify some performance parameters to avoid running very complex queries or offering AI-generated suggestions to lower the proces...

What is your primary use case for Adobe ColdFusion?

My main use case for Adobe ColdFusion is creating my church website project while also using Angular and SQL technology for the database. I have used this technology to connect the website to the d...

What is your experience regarding pricing and costs for Retool?

My experience with pricing, setup cost, and licensing for Retool is that it is straightforward but somewhat pricey compared to other industry leaders such as Sentry and others. I feel it is an eigh...

What needs improvement with Retool?

I do not have specifics on how Retool can be improved because we are using it for internal tool building only. Regarding needed improvements, perhaps Retool can focus on not building customer-facin...

What is your primary use case for Retool?

We started using Retool last September, so it has been more than nine months now. Our main use case for Retool is an internal operations dashboard built in Retool for our AI agents. Whenever we shi...

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Product Reports

Download Adobe ColdFusion product report

Adobe ColdFusion

August 2026

Download Retool product report

July 2026

Overview

Adobe ColdFusion is an enterprise tool for rapid application development, ideal for web and mobile platforms. Its strong backend and API capabilities simplify application management and integration, making it a preferred choice for creating scalable, stable, and secure enterprise applications.

Adobe ColdFusion supports backend applications and integrations with systems, enabling fast development with minimal code. Known for stability, it provides seamless collaboration across platforms with robust API capabilities. It supports efficient backend processing and integration, offering automation and sophisticated workflows. Users benefit from its ability to maintain and develop applications quickly, reducing both costs and time to market. Despite its strengths, improvements are needed in terms of modernizing its developer experience, enhancing documentation, and expanding third-party integrations with modern frameworks and cloud-native environments.

What are ColdFusion's most important features?

Built-in Tags: Simplify coding with easy-to-use, out-of-the-box tags for quick development.
Security Tools: Offers strong security tools for protecting application integrity.
API Support: Facilitates backend and third-party integrations with extensive API compatibility.
Debugging Utilities: Includes tools that assist in identifying and fixing code issues efficiently.

What benefits and ROI should users consider?

Rapid Development: Saves time by speeding up the development process with minimal code.
Cost Efficiency: Reduces development expenses due to its easy application maintenance and reduced time to market.
Scalability and Security: Offers robust architecture suited for enterprise needs with secure operations.
Integration Capabilities: Provides excellent integration with databases and APIs for comprehensive business solutions.

ColdFusion is widely implemented in industries requiring backend processing and integration. Companies leverage it for developing web applications, automating business logic, and creating APIs. It effectively handles complex workflows and is used in environments demanding robust scalability and secure operations, such as financial institutions, government, and corporations with extensive data processing needs.

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