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Dify vs Highlight AI comparison

 

Comparison Buyer's Guide

Executive Summary

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
Average Rating
7.6
Reviews Sentiment
6.0
Number of Reviews
2
Ranking in other categories
Low-Code Development Platforms (29th), AI Software Development (199th)
Highlight AI
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
AI Code Assistants (14th)
 

Mindshare comparison

While both are Artificial Intelligence (AI) solutions, they serve different purposes. Dify is designed for Low-Code Development Platforms and holds a mindshare of 0.5%.
Highlight AI, on the other hand, focuses on AI Code Assistants, holds 1.5% mindshare, up 1.0% since last year.
Low-Code Development Platforms Mindshare Distribution
ProductMindshare (%)
Dify0.5%
Microsoft Power Apps7.9%
Oracle Application Express (APEX)5.1%
Other86.5%
Low-Code Development Platforms
AI Code Assistants Mindshare Distribution
ProductMindshare (%)
Highlight AI1.5%
Cursor23.4%
Claude for Enterprise10.9%
Other64.2%
AI Code Assistants
 

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.
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Top Industries

By visitors reading reviews
Construction Company
27%
Computer Software Company
9%
Comms Service Provider
7%
Financial Services Firm
6%
Construction Company
29%
Comms Service Provider
15%
Insurance Company
14%
University
7%
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
No data available
No data available
 

Questions from the Community

What is your experience regarding pricing and costs for Dify?
My experience with pricing, setup cost, and licensing is that it was free to use. We were able to get the free license from the GitHub release and then deploy it in our organization.
What needs improvement with Dify?
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 sel...
What is your primary use case for Dify?
We used Dify to create and test an agentic workflow and an AI agent model with some of the tools and RAG models. We used it to test how it works and how to implement it for part of our core product...
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Earn 20 points
 

Comparisons

 

Also Known As

No data available
Highlight Cloud
 

Overview

Find out what your peers are saying about Microsoft, OutSystems, Mendix and others in Low-Code Development Platforms. Updated: March 2026.
885,789 professionals have used our research since 2012.