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Dify vs Oracle Application Express (APEX) comparison

 

Comparison Buyer's Guide

Executive SummaryUpdated on Apr 5, 2026

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
5.1
Dify's automation converted manual tasks to efficient operations, saving time and cost, and optimizing team performance significantly.
Sentiment score
6.6
Oracle APEX enables rapid app development, cost-effective cloud solutions, and ROI by meeting small business needs and objectives.
If a task would require an hour, it can now be done in seconds.
Software Engineer at Futurescape Technologies
This results in cost saving and time saving, as whenever you save some time, that is equal to cost saving.
AI Consultant at AI Solution.dk
I have seen a return on investment so far, as Dify worked for me, but I do not have a metric to determine how much time it saved.
CTO at Queryhat
A project that might take several months in another language can be completed in just two months using Oracle Application Express (APEX).
Oracle APEX Developer at Pretius
The money saved aspect is obvious due to its free nature, and because we are using it in the cloud, we can offer our customers a very low price.
Director. Owner at Itium
 

Customer Service

Sentiment score
4.8
Dify's customer service earns high praise for quick responses, flexible support options, and strong user satisfaction.
Sentiment score
6.6
Oracle APEX offers strong community resources for issue resolution, but experiences with Oracle's official support are mixed and costly.
I have been impressed by the voice agent, the feedback the team requests, and the developments they have implemented so far.
AI AUTOMATION ENGINEER at a consultancy with 51-200 employees
Whenever you have questions, you get an instant answer.
AI Consultant at AI Solution.dk
I already understood how to use user input, the LLM model, and templates without needing guides.
Student at Sector 125
There are lots of people readily available to help with any doubts or questions.
Senior Software developer at QV Systems
Whenever I encounter an issue and raise an SR to Oracle, I receive a fast response from their side.
Associate Technical Consultant at a computer software company with 51-200 employees
There are many forums where I can gather answers and a very well-prepared documentation that Oracle provides.
Oracle APEX Developer at Pretius
 

Scalability Issues

Sentiment score
4.0
Dify is scalable but faces challenges with larger workloads and occasional issues, suggesting cloud scaling for improved performance.
Sentiment score
6.8
Oracle APEX is scalable for small to medium applications but faces challenges with extensive users in larger projects.
Rather than using a cloud-hosted platform, using a self-hosted platform means there can be scalability issues.
Automation Engineer at a tech services company with 1-10 employees
Dify's scalability is good and it handles growth or increased workloads effectively, depending upon the resources available.
Software Engineer at Futurescape Technologies
I would need to consider cloud scaling, such as vertical and horizontal scaling as the number of users increases.
AI AUTOMATION ENGINEER at a consultancy with 51-200 employees
Oracle Application Express (APEX) exhibits excellent scalability as it can handle growing workloads and user numbers very well.
Oracle APEX Developer at Pretius
If you want to grow, you can use the Oracle database to scale, and the application grows with it, ensuring that everything is very scalable.
Director. Owner at Itium
 

Stability Issues

Sentiment score
7.9
Dify is praised for its stability, reliability, and scalability, despite AI effectiveness varying with model selection.
Sentiment score
7.8
Oracle APEX is stable and reliable, praised for consistency and improved stability with recent updates despite data complexity.
Oracle Application Express (APEX) is stable in my experience.
Oracle APEX Developer at Pretius
Oracle Application Express (APEX) is stable because it has been around for about 22 years, and most bugs have been resolved.
Director. Owner at Itium
 

Room For Improvement

Enhancing onboarding, workflow features, UI, and engagement, while optimizing performance, can significantly boost Dify's user experience and attractiveness.
Oracle APEX requires improved offline support, AI integration, mobile features, UI, security, and expanded training resources for better performance.
For EU customers, adding more documentation about how Dify processes the data when starting to use Dify would be really beneficial for companies in Europe to get started with Dify.
AI Consultant at AI Solution.dk
We currently use OpenAI Agents SDK, which requires you to build everything by code, but the observability is really good.
Automation Engineer at a tech services company with 1-10 employees
The only improvement would be if Dify provided an SMTP server that could be connected to automate Dify workflow management, as that would be a great option.
Software Engineer at Futurescape Technologies
If I want to create an application for mobile or offline use, Oracle Application Express (APEX) might not be the first choice since it requires a constant connection to the database.
Oracle APEX Developer at Pretius
The user interface needs to be improved.
Consultant at International Turnkey Systems - ITS
Using AI to analyze data without needing much code would be better.
Senior Software developer at QV Systems
 

Setup Cost

Oracle APEX is free with a purchased Oracle database, but additional costs for database products may increase expenses.
My experience with pricing, setup cost, and licensing is that it was free to use.
Automation Engineer at a tech services company with 1-10 employees
Dify is free to use and has a free license from GitHub under a Dify open-source license based on Apache 2.0.
Software Engineer at Futurescape Technologies
The experience with pricing is that it is quite reasonable.
AI Consultant at AI Solution.dk
Oracle Application Express (APEX) is free, so we do not have to buy anything besides the database.
Director. Owner at Itium
 

Valuable Features

Dify enhances productivity and efficiency with seamless AI integration, user-friendly tools, and GDPR-compliant automation for organizations.
Oracle APEX simplifies app development with low-code tools, integrations, and security features, enhancing productivity and efficiency without extensive coding.
Initially, we had about two weeks of time to implement the whole thing, but that was cut down to two days of time through using Dify.
Automation Engineer at a tech services company with 1-10 employees
Dify has positively impacted the organization because accuracy has been improved, and the time and complexity in flows that were manual are now automated.
Software Engineer at Futurescape Technologies
Dify stands out to me because it is compliant with GDPR, and it is 100% compliant with GDPR rules.
AI Consultant at AI Solution.dk
Oracle Application Express (APEX) has positively impacted my organization by being very fast compared to other languages and products.
Oracle APEX Developer at Pretius
Oracle Application Express (APEX) offers excellent features including being low-code, performing well in the AI race today, always evolving, and providing a very complete set for the developer.
Director. Owner at Itium
Oracle APEX is very easy to use and comes with a lot of ready-made components that speed up the process of creating reports and dashboards.
Consultant at International Turnkey Systems - ITS
 

Categories and Ranking

Dify
Ranking in Low-Code Development Platforms
17th
Average Rating
8.4
Reviews Sentiment
5.1
Number of Reviews
8
Ranking in other categories
AI Software Development (16th)
Oracle Application Express ...
Ranking in Low-Code Development Platforms
7th
Average Rating
8.2
Reviews Sentiment
6.9
Number of Reviews
63
Ranking in other categories
Rapid Application Development Software (4th), Development Platforms (1st)
 

Mindshare comparison

As of July 2026, in the Low-Code Development Platforms category, the mindshare of Dify is 0.7%. The mindshare of Oracle Application Express (APEX) is 4.1%, down from 9.4% compared to the previous year. It is calculated based on PeerSpot user engagement data.
Low-Code Development Platforms Mindshare Distribution
ProductMindshare (%)
Oracle Application Express (APEX)4.1%
Dify0.7%
Other95.2%
Low-Code Development Platforms
 

Featured Reviews

Rusira Sathnindu - PeerSpot reviewer
Automation Engineer at a tech services company with 1-10 employees
Visual workflows have accelerated our agent POC while better UI and observability still need work
My personal experience with Dify's UI is that it is not my favorite, as it can be improved a little bit, and sometimes the UI feels a little bit buggy. I am not sure if that is because it was a self-hosted version. The documentation can also be improved a little bit more. I think not a lot of people are using Dify currently, so that is why the documentation is not very great. If the documentation was improved, that would also be a really good thing. Currently, Dify could improve by offering better observability like other platforms. We currently use OpenAI Agents SDK, which requires you to build everything by code, but the observability is really good. It has OpenAI Traces, and you can basically trace everything for a conversation. If Dify had that kind of tracing functionality, that would be great.
Dominik Grabiński - PeerSpot reviewer
Oracle APEX Developer at Pretius
Fast low-code web development has transformed how I build complex data-driven business apps
Oracle Application Express (APEX) is a very great tool that is easy to learn but hard to master. The level of entry is very low, but the longer I work with this platform, the more I understand how it works and the great things I can create. For example, I can create report graphs and handle a lot of data across many levels. It's a great application to start with, and when I have experience in Oracle databases, I can utilize Oracle Application Express (APEX) as a front-end tool for the Oracle database. Oracle Application Express (APEX) helps me create reports and graphs by providing a plethora of out-of-the-box solutions that I can use. For example, I can upload data to and from the database, upload photos, create maps, and create various report types such as Interactive Report and Interactive Grid where I can manage, edit, and delete data. I have many solutions that are very helpful and ready to use right away from Oracle Application Express (APEX). My favorite feature of Oracle Application Express (APEX) is the Interactive Report because it's a straightforward report that I can create using a simple query or by selecting a particular table from the database. In the action button behind it, I have many great features that I can use out of the box, including graphs and download options for Excel files. There are many sorting functionalities and accounting features. The Interactive Report is a very great tool for quickly displaying interesting data to clients. Oracle Application Express (APEX) has positively impacted my organization by being very fast compared to other languages and products. For example, I don't have to build a site from the ground up, nor do I have to create tons of HTML, CSS, and JavaScript because Oracle Application Express (APEX) offers many built-in solutions. When I want to create a button, in another language, I would need to create it from scratch. In Oracle Application Express (APEX), I can simply use what's available out of the box. It's a very fast platform with many built-in components that I can utilize right away.
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Top Industries

By visitors reading reviews
Construction Company
20%
Manufacturing Company
10%
Comms Service Provider
8%
Computer Software Company
8%
Financial Services Firm
10%
Government
9%
Comms Service Provider
9%
Manufacturing Company
8%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Large Enterprise3
By reviewers
Company SizeCount
Small Business31
Midsize Enterprise10
Large Enterprise28
 

Questions from the Community

What is your experience regarding pricing and costs for Dify?
The experience with pricing is that it is quite reasonable, and the setup cost depends on our usage, so I do not have any complaints regarding this.
What needs improvement with Dify?
I choose eight out of ten for Dify because there's always a way to improve it, but I feel that for the advanced features, it's still hard for hands-on use. I have a relatively limited experience wi...
What is your primary use case for Dify?
My main use case for Dify is to build a quick prototype about an interactive AI product to test the prompts and retrieval-augmented generation behavior, and I tested the workflow in that manner. I ...
What is your experience regarding pricing and costs for Oracle Application Express (APEX)?
My experience with pricing, setup costs, and licensing has been that Oracle Application Express (APEX) is free, so we do not have to buy anything besides the database.
What needs improvement with Oracle Application Express (APEX)?
I see room for improvement in Oracle Application Express (APEX), specifically in the customer-facing UI, which could be better or more adjustable; you can do everything you want, but at a certain p...
What is your primary use case for Oracle Application Express (APEX)?
My main use case for Oracle Application Express (APEX) is building software platforms for our customers.A specific example of a platform I have built for a customer using Oracle Application Express...
 

Also Known As

No data available
Oracle APEX
 

Overview

 

Sample Customers

Information Not Available
Hepart AG, pharmasol, SATLOG, Collège Bois-de-Boulogne
Find out what your peers are saying about Dify vs. Oracle Application Express (APEX) and other solutions. Updated: June 2026.
902,894 professionals have used our research since 2012.