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Dify vs NebulaGraph 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
8.6
Reviews Sentiment
6.1
Number of Reviews
6
Ranking in other categories
Low-Code Development Platforms (16th), AI Software Development (20th)
NebulaGraph
Average Rating
0.0
Number of Reviews
0
Ranking in other categories
AWS Marketplace (133rd)
 

Mindshare comparison

Dify and NebulaGraph aren’t in the same category and serve different purposes. Dify is designed for Low-Code Development Platforms and holds a mindshare of 0.6%.
NebulaGraph, on the other hand, focuses on AWS Marketplace, holds 0.2% mindshare, up 0.1% since last year.
Low-Code Development Platforms Mindshare Distribution
ProductMindshare (%)
Dify0.6%
Microsoft Power Apps7.1%
OutSystems4.8%
Other87.5%
Low-Code Development Platforms
AWS Marketplace Mindshare Distribution
ProductMindshare (%)
NebulaGraph0.2%
47Lining Enterprise PaaS- Adoption Catalyst0.4%
Alt/Finance - Crystal & Rhinestone Bag Index (CRI)0.4%
Other99.0%
AWS Marketplace
 

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
23%
Computer Software Company
9%
Comms Service Provider
7%
Financial Services Firm
7%
Construction Company
49%
Comms Service Provider
6%
Transportation Company
6%
Insurance Company
4%
 

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?
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?
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...
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 ...
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Comparisons

 

Overview

Find out what your peers are saying about Microsoft, Mendix, Oracle and others in Low-Code Development Platforms. Updated: April 2026.
893,221 professionals have used our research since 2012.