How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; Feedby has 0%.

How does pricing compare?

Dify: Freemium. Freemium model with a free cloud sandbox and free trial credits, paid Cloud plans that scale with team size, storage, logs, and usage, and a free open-source Community Edition. Dify Enterprise is quoted per deployment via sales. Feedby: Paid. Volume-based paid pricing: $1 per 1,000 analysed comments, with custom arrangements for higher volumes. A free trial is offered via the site's get-started flow; exact trial limits should be confirmed on the official pricing page.

What are alternatives to Dify and Feedby?

Other tools in related categories include n8n, MindStudio, Open WebUI, LlamaIndex, Activepieces.

Head-to-Head Benchmark

Dify vs Feedby

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Feedby records 0 monthly visits with 0% growth and Paid pricing.

DifyFreemiumTraffic Leader

Build, deploy, and govern production-ready agentic AI workflows

Monthly Visits

819.69K

MoM Velocity

-15%

Top Market

🇨🇳 China

View Dify Analysis

dify.ai

FeedbyPaid

Turn noisy YouTube comment sections into a filtered stream of user feedback

Monthly Visits

0

MoM Velocity

0%

Top Market

🌐 Global

View Feedby Analysis feedby.danigleba.com

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Dify	Feedby
Official Domain	dify.ai	feedby.danigleba.com
Pricing Model	Freemium	Paid
Monthly Visits	819.69K (819,691)	0 (0)
MoM Traffic Delta

Primary Market & Share	🇨🇳 China (46.7%)	🌐 Global (—)

Direct Visits / mo	470.6K	0

User Rating	4.8	4.1

Supported Platforms	Website	Website

Dify

Build, deploy, and govern production-ready agentic AI workflows

Workflow Studio

A visual canvas where retrieval, branching, tool calls, human review, and model steps form a visible, testable execution path you can debug and hand off.

Agent Builder

Create agents through chat or manual configuration, give them skills, tools, and knowledge, then ship them as apps, embeds, or reusable nodes inside workflows.

Knowledge Pipeline

Build repeatable ingestion pipelines for documents, sites, and drives, with extraction, cleaning, chunking, indexing, and retrieval testing before you go live.

Plugin Marketplace and MCP

Install model providers, tools, data sources, and MCP integrations once and reuse approved plugins across every app in the workspace.

Strengths & Pros

+Combines a visual builder with code-level extensibility in one product
+Three deployment options, including a free self-hosted Community Edition
+Strong retrieval and knowledge pipeline tooling for RAG applications
+Large plugin marketplace plus MCP support reduces integration work

Frequently Asked Questions: Dify vs Feedby

Dify has 819,691 monthly visits, while Feedby has 0. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

Best Alternatives to Dify & Feedby (12)

Limitations

–Self-hosted deployments require real infrastructure and maintenance effort
–Complex multi-step workflows take time to learn and tune
–Advanced enterprise governance features sit behind a sales-quoted plan

Feedby

Turn noisy YouTube comment sections into a filtered stream of user feedback

AI comment triage

Machine learning sorts every comment into categories so low-signal replies never reach your inbox.

Feedback-first inbox delivery

Feature requests, bug reports and questions are collected and delivered as one consolidated stream.

Automatic noise removal

Jokes, spam and emoji-only replies are filtered out, leaving only messages with product value.

Usage-based billing

You pay per thousand comments analysed, so the bill scales with your upload activity rather than a fixed seat.

Strengths & Pros

+Does one narrow job well instead of piling on unrelated features
+Per-thousand-comment pricing stays predictable as your channel grows
+Delivers insight to email, so there is no new tool to log into
+Useful for solo creators who cannot afford to read every comment

Limitations

–

Focused only on YouTube — other platforms are not covered

–Value depends entirely on your comment volume being high enough

–Fewer public reviews and integrations than larger social suites

01

n8n AI workflow automation platform homepage with visual workflow builder

n8n

4.5M/mo

Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.

AI WorkflowFreemium35% direct

#1

02

MindStudio

1.8M/mo

Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.

AI AgentContact for Pricing+14.2%

MindStudio agent workflow canvas with models and integrations

#2

03

Open WebUI

804.5K/mo

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

Large Language Models (LLMs)Freemium37% direct

Screenshot of the Open WebUI chat workspace with model selector and sidebar of prompts and tools

#3

04

LlamaIndex

387.9K/mo

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

AI AssistantFreemium, Contact for Pricing+19.9%

LlamaParse dashboard showing parsed tables, charts and structured JSON output from a complex PDF

05

Activepieces

258.6K/mo

Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

AI WorkflowFreemium+1.5%

Activepieces flow builder canvas with an AI agent connecting app steps and inline TypeScript

06

Relevance AI

192.1K/mo

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

AI AgentFree Trial, Contact for Pricing52% direct

Relevance AI dashboard tracing agent runs with evaluation pass rates and cost per task

07

FlowHunt

186.2K/mo

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.

AI App BuilderFree Trial, Paid16% direct

FlowHunt visual builder showing a connected marketing AI agent workflow with integrations

08

Coze

177.5K/mo

Provides an all-in-one visual workspace for building custom AI agents and publishing them to messaging platforms.

AI AgentFreemium55% direct

Coze agent builder interface showing instructions, plugins and a visual workflow canvas

09

Sim AI

141K/mo

Free / Open-sourceAn open-source AI workspace providing visual workflow builders for designing and governing agent systems.

AI AgentFreemium, Paid (per user/month), and Enterprise with custom pricing; self-hosting free under Apache 2.0+20.6%

10

TubeOnAI

118.3K/mo

Free / Open-sourceSummarize and repurpose videos, podcasts, articles and documents with AI

AI SummarizerFreemium, Free Trial+10.7%

TubeOnAI interface showing a video summary, collections sidebar and repurpose templates

11

ChatTube

101.1K/mo

Free / Open-sourceChat with any YouTube video and get instant answers from its content

AI ChatbotFreemium, Free Trial32% direct

Screenshot of ChatTube summarizing a YouTube video and answering a question about it

12

CommentGuard

79.8K/mo

Free / Open-sourceAI comment moderation for Facebook and Instagram that protects ad conversion

AI Social MediaFree Trial, Paid86% direct

CommentGuard moderation settings showing AI filters for profanity, spam URLs and keywords

Visit

n8n

4.5M/mo

Open Source

Free / Open-sourceAn open-source automation powerhouse with deep app connectors, though less specialized for native LLM prompt chaining.

AI Workflow35% direct

Freemium

Visit

MindStudio

1.8M/mo+14.2%

Offers a streamlined no-code builder for deploying custom AI agents, but lacks Dify's open-source flexibility.

AI Agent12% direct

Contact for Pricing

Visit

Open WebUI

804.5K/mo

Free / Open-sourceA self-hosted chat interface for running local LLMs, though lighter on complex visual workflow orchestration.

Large Language Models (LLMs)37% direct

Freemium

Visit

LlamaIndex

387.9K/mo+19.9%

Open Source

SpecialistProvides advanced programmatic frameworks for document parsing and RAG pipelines, but requires coding instead of visual canvases.

AI Assistant31% direct

Freemium, Contact for Pricing

Visit

Activepieces

258.6K/mo+1.5%

Open Source

Free / Open-sourceAn open-source automation platform combining visual flows with AI steps, though geared more towards general app integration.

AI Workflow43% direct

Freemium

Visit

Relevance AI

192.1K/mo

Built for scaling multi-agent workforces and B2B task automation, though less focused on open-source RAG pipelines.

AI Agent52% direct

Free Trial, Contact for Pricing

Visit

FlowHunt

186.2K/mo

Focuses on visual drag-and-drop orchestration for building chatbots and autonomous agents without writing code.

AI App Builder16% direct

Free Trial, Paid

Visit

Coze

177.5K/mo

Official

Provides an all-in-one visual workspace for building custom AI agents and publishing them to messaging platforms.

AI Agent55% direct

Freemium

Visit

Sim AI

141K/mo+20.6%

Open Source

Free / Open-sourceAn open-source AI workspace providing visual workflow builders for designing and governing agent systems.

AI Agent52% direct

Freemium, Paid (per user/month), and Enterprise with custom pricing; self-hosting free under Apache 2.0

Visit

TubeOnAI

118.3K/mo+10.7%

Free / Open-sourceSummarize and repurpose videos, podcasts, articles and documents with AI

AI Summarizer40% direct

Freemium, Free Trial

Visit

ChatTube

101.1K/mo

Free / Open-sourceChat with any YouTube video and get instant answers from its content

AI Chatbot32% direct

Freemium, Free Trial

Visit

CommentGuard

79.8K/mo

Free / Open-sourceAI comment moderation for Facebook and Instagram that protects ad conversion

AI Social Media86% direct

Free Trial, Paid

Dify vs Feedby

Side-by-Side Traffic & Specification Matrix

Dify

Strengths & Pros

Frequently Asked Questions: Dify vs Feedby

How do Dify and Feedby compare in monthly traffic?

How do their growth rates compare?

How does pricing compare?

What are alternatives to Dify and Feedby?

More Head-to-Head Matchups

Best Alternatives to Dify & Feedby (12)

Limitations

Feedby

Strengths & Pros

Limitations