Dify vs Oracle Visual Builder Cloud Service comparison

Dify and Oracle are both solutions in the Low-Code Development Platforms category. Dify is ranked #16 with an average rating of 8.4, while Oracle is ranked #21 with an average rating of 8.0. Dify holds a 0.6% mindshare in LCDP, compared to Oracle’s 1.7% mindshare. Additionally, 100% of Dify users are willing to recommend the solution, compared to 83% of Oracle users who would recommend it.

Dify

Read 6 Dify reviews

2,159 Views
345 Comparison Views

100% willing to recommend

Oracle Visual Builder Cloud...

Read 6 Oracle Visual Builder Cloud Service reviews

1,970 Views
1,281 Comparison Views

83% willing to recommend

Dify

Oracle Visual Builder Cloud...

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Executive SummaryUpdated on Apr 5, 2026

Oracle Visual Builder Cloud Service and Dify are competing solutions for building and managing web applications. Dify is generally seen as more desirable due to its superior feature set, despite Oracle Visual Builder Cloud Service being stronger in customer support and pricing.

Features: Oracle Visual Builder Cloud Service provides robust app-building capabilities, comprehensive integration options, and a wide array of development tools seamingly integrated within the Oracle ecosystem. Dify, however, focuses on intuitive application design, rapid deployment, and offers advanced customizations with high adaptability which attracts innovators aiming for streamlined experiences.

Ease of Deployment and Customer Service: Oracle Visual Builder Cloud Service offers a deployment model suited for enterprises requiring robust integrations and scalability, supported by extensive resources. Conversely, Dify simplifies deployment processes but lacks the extensive support infrastructure that Oracle provides, making it more suitable for organizations seeking flexibility and quick deployments.

Pricing and ROI: Oracle Visual Builder Cloud Service's pricing is competitive, offering substantial returns for those leveraging its full suite of features, especially within the Oracle ecosystem. Dify presents a higher upfront cost but potentially delivers a greater ROI through its sophisticated functionalities for niche applications, depending on organizational priorities whether it's cost-effectiveness with Oracle or innovation with Dify.

To learn more, read our detailed Dify vs. Oracle Visual Builder Cloud Service Report (Updated: April 2026).

Buyer's Guide

Dify vs. Oracle Visual Builder Cloud Service

April 2026

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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

Dify

Ranking in Low-Code Development Platforms

16th

Average Rating

8.6

Reviews Sentiment

6.1

Number of Reviews

Ranking in other categories

AI Software Development (20th)

Oracle Visual Builder Cloud...

Ranking in Low-Code Development Platforms

21st

Average Rating

8.0

Reviews Sentiment

7.3

Number of Reviews

Ranking in other categories

Rapid Application Development Software (21st)

Mindshare comparison

As of May 2026, in the Low-Code Development Platforms category, the mindshare of Dify is 0.6%. The mindshare of Oracle Visual Builder Cloud Service is 1.7%, up from 1.3% compared to the previous year. It is calculated based on PeerSpot user engagement data.

Low-Code Development Platforms Mindshare Distribution
Product	Mindshare (%)
Dify	0.6%
Oracle Visual Builder Cloud Service	1.7%
Other	97.7%

Low-Code Development Platforms

Featured Reviews

Rusira Sathnindu

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.

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Sherif Bashar

Head Of Digital Solutions at Aptec Ingrammicro

Offers low-code/no-code concept makes development much easier and faster and offers good community support as the development team actively answers questions on the community every day

There are very minor things, like the feature called "action chains," that could use a bit of enhancement. But the team is perfect; they're working on it. An action chain is a sequence of actions triggered by a button or an event. It executes code in order, from top to bottom. For example, it could call a code, call a REST service, and then insert data into a database. It needs enhancement because it can be a bit complex for fresh grads or new developers to understand. It would be better if it was made more readable. That's the main point. But if you have experience, you'll understand it easily. One more thing I want to add about Visual Builder: up until two years ago, it supported native mobile development. That's not available anymore. They replaced native mobile development with progressive web apps, and most customers are complaining about that. We need native mobile development back – the ability to put apps on stores like Google Play or the App Store. That feature is not available right now, and they deprecated it starting in 2024. It's very important. Otherwise, clients go with Flutter or other mobile development tools. It would be good for Oracle to regain that capability. We need the native mobile development feature back.

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Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:

Pros

"Considering the pricing, I would rate Dify a seven on a scale from one to ten, but for usability, use case, and feasibility, I would give it a ten, as it surpasses both Zapier and N8N."

"Using Dify has positively impacted our organization because we were able to cut down on some development time and do a lot of testing in a very small time period."

"I have been using Dify as a powerful tool for AI automation for more than 1.5 years, and I appreciate its model-agnostic approach that allows easily swapping AI models like OpenAI and Anthropic."

"With the AI-powered data analysis we built, we achieve cost savings since we do not need to hire a person specialized in data analysis."

"Dify has positively impacted the organization because accuracy has been improved, and the time and complexity in flows that were manual are now automated, from HR automation to ERP level transactions, including subscription management in the SaaS application, monitoring, and analytics."

"Using Dify has positively impacted our organization because we were able to cut down on some development time and do a lot of testing in a very small time period."

"Since I have used Dify personally, I have noticed ways it has made my workflow and research easier, saving me time and helping me find answers more quickly."

"The most valuable feature was the visual drag and drop on the components."

"You can avoid costly React developers that are required for building advanced UI."

"The action chains are really helpful, and the trigger event, along with those action chains, has been very helpful."

"The initial setup is easy."

"The most valuable feature was the visual drag and drop on the components."

"The tool is very easy to use."

"VBS is another tool that allows users to create enterprise applications without needing to store their projects in traditional databases like SQL."

"You don't need a dedicated IDE to develop. You can work from any browser, which is very convenient. And, with the cloud concept, your code is stored in the cloud, so you can modify it from anywhere, at any time."

Cons

"One of the main concerns that we had is that it might not be very scalable because we are hosting it in a self-hosted environment, and we have to configure the architecture and everything."

"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."

"One of the main concerns that we had is that it might not be very scalable because we are hosting it in a self-hosted environment, and we have to configure the architecture and everything."

"Dify is missing a few features which could be improved by polishing the website and creating a more attractive experience with motion graphics."

"Dify does not appear to handle larger workloads well regarding its scalability."

"Dify can be improved by adding features such as an end loop or exit loop capability, similar to options available in N8N and Zapier, to make workflow completion easier without needing to select additional outputs and understand complex steps, which can be time-consuming."

"If you're doing some, for example, extremely responsive applications for the web, it's not as good."

"The tool has minor bugs."

"There are some bugs in VBCS."

"I would improve the license structure as, for some companies, it may seem a little bit expensive, depending on what they're doing."

"My honest opinion is: do not use this solution — there are plenty of free options out there that will do the trick."

"The feature called "action chains" could use a bit of enhancement."

"The initial setup of Oracle VBCS can be challenging for those unfamiliar with DBS."

"There was an attempt to enable front-end development, it did what it intended to do, but the side effects were too bad."

Pricing and Cost Advice

Information not available

"It's not expensive when you consider what it provides: low-code/no-code development, faster development time, good quality, and good stability."

"Oracle Visual Builder Cloud Service is much too expensive."

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Top Industries

By visitors reading reviews

Construction Company

22%

Computer Software Company

Comms Service Provider

Financial Services Firm

Construction Company

12%

Healthcare Company

Manufacturing Company

Educational Organization

Company Size

By reviewers

Large Enterprise

Midsize Enterprise

Small Business

No data available

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.

See all answers

What needs improvement with Dify?

Adding more pre-built advanced templates, progressing from basic to advanced templates, will help new users onboard faster. People who are already using Dify can quickly pick the pre-built template...

See all answers

What is your primary use case for Dify?

I am using Dify to automate some of my tasks, for example, sending emails to my clients, reaching out to new customers, and creating end-to-end automation for my clients. Recently, I helped one of ...

See all answers

What do you like most about Oracle Visual Builder Cloud Service?

The tool is very easy to use.

See all answers

What is your experience regarding pricing and costs for Oracle Visual Builder Cloud Service?

I actually don't have much experience with pricing, so I can't comment on it right now.

See all answers

What is your primary use case for Oracle Visual Builder Cloud Service?

There was a requirement to build a custom form to raise AI invoices, using Oracle Fusion. We created a form, and another use case was that users wanted to create and update customers.

See all answers

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Product Reports

Buyer's Guide

Dify

May 2026

Download Dify product report

Buyer's Guide

Oracle Visual Builder Cloud Service

April 2026

Oracle Visual Builder Cloud Service report

Download Oracle Visual Builder Cloud Service product report

Overview

Dify provides seamless integration and innovative features that optimize business processes for enhanced productivity. Its user-friendly design accommodates diverse use cases, making it a versatile choice for organizations seeking efficiency.

Dify revolutionizes workflow management with its intuitive platform. Designed with adaptability in mind, it serves businesses across industries by streamlining operations and facilitating collaboration. Dify's ecosystem allows for the integration of different tools, enhancing productivity and reducing the need for multiple systems. By offering a centralized hub for task management, it helps teams achieve their goals with relative ease and efficiency.

What are the key features of Dify?

Integration Capabilities: Seamlessly integrates with existing tools to enhance workflow efficiency.
Customization Options: Tailor features to meet specific business requirements.
Analytics Dashboard: Provides insightful data analysis for informed decision-making.
Scalability: Easily adapts to growing business demands without disruptions.
Collaboration Tools: Enhances team interactions and project management.

What benefits and ROI should users consider in Dify reviews?

Increased Productivity: Streamlined processes lead to time-saving and efficient task completion.
Cost-Effective: Reduces the need for multiple software investments.
Enhanced Collaboration: Improves communication and teamwork across departments.
Data-Driven Insights: Offers analytics that guide strategic decisions.
Adaptability: Supports evolving business needs with minimal hassle.

Dify's implementation strategy varies across industries. In retail, it connects inventory management systems to improve accuracy and reduce waste. In healthcare, it streamlines patient data processes for better caregiving. In manufacturing, it's used to optimize supply chain logistics, cutting down on lead times and boosting efficiency.

Dify

Oracle Visual Builder Cloud Service delivers a low-code environment featuring drag-and-drop capabilities for seamless development without vendor locks, ensuring scalability and versatility.

Offering drag-and-drop functionality and a low-code environment, Oracle Visual Builder Cloud Service supports both beginners and experienced developers by integrating JavaScript, HTML, and CSS, enhanced with Oracle JET packages. This service facilitates browser-based development and easy integration with existing systems. However, improvement is needed in its licensing structure, functionality for less experienced developers, and native mobile development support. Performance can be affected by minor bugs, especially with complex tasks.

What are the key features?

Drag-and-Drop Builder: Simplifies UI/UX development with intuitive design tools.
Low-Code Environment: Accelerates application development with minimal coding.
Integration Capabilities: Easily integrates with JavaScript, HTML, and CSS for complex scenarios.
Scalability: Adapts to growing business needs with robust architecture.
Comprehensive Documentation: Provides detailed resources for assistance and learning.
Action Chains & Trigger Events: Enhances application interactivity and functionality.

What should users consider for ROI?

Development Speed: Reduces time to market with efficient design tools.
Cost Effectiveness: Offers long-term savings compared to custom coding solutions.
Flexibility: Supports diverse business applications from case management to AI invoices.
System Integration: Works seamlessly with Oracle Fusion Cloud ERP.

Businesses leverage Oracle Visual Builder Cloud Service in industries like legal, healthcare, and enterprise resource planning. It aids in developing software for case management, creating worklists for medical companies, and extending Oracle SaaS applications. Companies also benefit from its capability to build custom forms and streamline business processes.

Oracle

Sample Customers

Information Not Available

Transcom Worldwide, Latham Pool Products

Buyer's Guide

Dify vs. Oracle Visual Builder Cloud Service

April 2026

Free Report: Dify vs. Oracle Visual Builder Cloud Service

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