No more typing reviews! Try our Samantha, our new voice AI agent.

Bizagi vs Dify 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
5.8
Bizagi boosts efficiency and ROI, with automation cutting costs, enhancing timelines, and prompting free-to-enterprise upgrade interest.
Sentiment score
5.1
Dify's automation converted manual tasks to efficient operations, saving time and cost, and optimizing team performance significantly.
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
 

Customer Service

Sentiment score
6.5
Bizagi's customer service is knowledgeable but varies significantly in response time, improving with premium subscriptions and community resources.
Sentiment score
4.8
Dify's customer service earns high praise for quick responses, flexible support options, and strong user satisfaction.
It is a community product, there is not much support we can expect.
Architect at Evoke
The toolset is very intuitive, so we didn’t need to contact their support much.
Enterprise Architect at a mining and metals company with 10,001+ employees
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
 

Scalability Issues

Sentiment score
6.2
Bizagi is scalable with proper resources, though scalability varies by deployment type, size, and user configurations.
Sentiment score
4.0
Dify is scalable but faces challenges with larger workloads and occasional issues, suggesting cloud scaling for improved performance.
There is no direct scalability option.
Architect at Evoke
If I rate scalability from one to ten, I would probably give it a six.
Enterprise Architect at a mining and metals company with 10,001+ employees
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
 

Stability Issues

Sentiment score
6.8
Bizagi is praised for reliability and stability, with minor bugs occasionally surfacing but performance issues being minimal.
Sentiment score
7.9
Dify is praised for its stability, reliability, and scalability, despite AI effectiveness varying with model selection.
 

Room For Improvement

Bizagi needs performance improvements, better cloud integration, intuitive design, and enhanced support, with high costs and limited Linux compatibility.
Enhancing onboarding, workflow features, UI, and engagement, while optimizing performance, can significantly boost Dify's user experience and attractiveness.
Reporting capabilities can be improved more, and community support should be increased.
Architect at Evoke
For more mature environments, the integration to live systems is lacking, which affects its applicability.
Enterprise Architect at a mining and metals company with 10,001+ employees
The decision map could be improved to allow more than three options at a decision point.
Principal Standardization Officer at KEBS
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
 

Setup Cost

Enterprise users find Bizagi's pricing mixed, valuing flexibility yet desiring a mid-range option between free and enterprise.
Bizagi's pricing is very aggressive, and it was one of the reasons we chose it.
Enterprise Architect at a mining and metals company with 10,001+ employees
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
 

Valuable Features

Bizagi offers a user-friendly, low-code platform with strong automation, integration capabilities, and BPMN 2.0 compliance, enhancing workflow efficiency.
Dify enhances productivity and efficiency with seamless AI integration, user-friendly tools, and GDPR-compliant automation for organizations.
It is open source.
Architect at Evoke
The user interface is very good, making it easy for business people to understand.
Enterprise Architect at a mining and metals company with 10,001+ employees
Bizagi has rich functionalities; compared to other BPMN tools, it has more features.
Graphic Designer at a computer software company with 5,001-10,000 employees
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
 

Categories and Ranking

Bizagi
Ranking in Low-Code Development Platforms
13th
Average Rating
8.4
Reviews Sentiment
6.7
Number of Reviews
84
Ranking in other categories
Business Process Design (1st), Business Process Management (BPM) (5th), Process Automation (11th), Rapid Application Development Software (15th), No-Code Development Platforms (6th), Process Mining (7th), Business Orchestration and Automation Technologies (16th)
Dify
Ranking in Low-Code Development Platforms
18th
Average Rating
8.4
Reviews Sentiment
5.1
Number of Reviews
8
Ranking in other categories
AI Software Development (15th)
 

Mindshare comparison

As of August 2026, in the Low-Code Development Platforms category, the mindshare of Bizagi is 3.3%, down from 3.4% compared to the previous year. The mindshare of Dify is 0.8%. It is calculated based on PeerSpot user engagement data.
Low-Code Development Platforms Mindshare Distribution
ProductMindshare (%)
Bizagi3.3%
Dify0.8%
Other95.9%
Low-Code Development Platforms
 

Featured Reviews

Micah Rachuonyo - PeerSpot reviewer
Principal Standardization Officer at KEBS
Has helped me create clean and structured process maps with a simple setup experience
I have not explored ways Bizagi can be improved beyond creating maps. If I explore automation and integration with other processes, then I may be able to identify potential areas for improvement. I would appreciate additional features for the free version. Currently, the elements in a process map are limited to activities, decisions, flows, and start/end points. The decision map could be improved to allow more than three options at a decision point.
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.
report
Use our free recommendation engine to learn which Low-Code Development Platforms solutions are best for your needs.
909,725 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Manufacturing Company
11%
Financial Services Firm
11%
Government
8%
Computer Software Company
8%
Construction Company
19%
Comms Service Provider
10%
Manufacturing Company
9%
Computer Software Company
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business43
Midsize Enterprise16
Large Enterprise36
By reviewers
Company SizeCount
Small Business5
Large Enterprise3
 

Questions from the Community

How easy is it to migrate process flow charts (modeled using tools like Visio) into Bizagi?
I have been using Bizagi with a major project for a state government agency for about four years now. It is pretty straightforward to load in files that are BPMN 2.0 compliant. The option to load V...
What is your experience regarding pricing and costs for Bizagi?
Bizagi's pricing is very aggressive, and it was one of the reasons we chose it. It was less expensive than some of the other tools.
What needs improvement with Bizagi?
I have not explored ways Bizagi can be improved beyond creating maps. If I explore automation and integration with other processes, then I may be able to identify potential areas for improvement. I...
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 think Dify can be improved as the login process was definitely a bit difficult on the open-source version. When my colleague sent me an email invite to join the workspace, we had some minor issue...
What is your primary use case for Dify?
My main use case for Dify is to build low-code chatbot platforms for our company, as Copilot Studio is too basic and Dify operates at a higher level for what we want to accomplish. A specific examp...
 

Comparisons

 

Interactive Demo

Demo not available
 

Overview

 

Sample Customers

400+ enterprise customers globally, including DHL, Unilever, Caterpillar, Old Mutual.
Information Not Available
Find out what your peers are saying about Bizagi vs. Dify and other solutions. Updated: August 2026.
909,725 professionals have used our research since 2012.