How do their growth rates compare?

Agentkit has a month-over-month growth rate of +220.6%; Dify has -15%.

How does pricing compare?

Agentkit: Freemium. Freemium. A free plan includes a monthly credit allowance, one chatbot, 10 website links, and basic actions with no credit card required. Hobby costs $29.99/month, Standard $119.99/month, and Pro $399.99/month when billed monthly, with annual billing available; higher tiers add credits, chatbots, team seats, integrations, and API access. 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.

What are alternatives to Agentkit and Dify?

Other tools in related categories include n8n, MindStudio, Open WebUI, Tidio, DocsBot AI.

Head-to-Head Benchmark

Agentkit vs Dify

Agentkit records 20,332 monthly visits with +220.6% month-over-month growth and Freemium pricing. Dify records 819,691 monthly visits with -15% growth and Freemium pricing.

AgentkitFreemium

AI chatbots and agents trained on your own content, embedded anywhere with one script tag

Monthly Visits

20.33K

MoM Velocity

+220.6%

Top Market

🇺🇸 United States

View Agentkit Analysis

agentkit.ai

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

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Agentkit	Dify
Official Domain	agentkit.ai	dify.ai
Pricing Model	Freemium	Freemium
Monthly Visits	20.33K (20,332)	819.69K (819,691)
MoM Traffic Delta

Primary Market & Share	🇺🇸 United States (47.7%)	🇨🇳 China (46.7%)

Direct Visits / mo	5.38K	470.6K

User Rating	4.2	4.8

Supported Platforms	Website	Website

Agentkit

AI chatbots and agents trained on your own content, embedded anywhere with one script tag

Multi-source training

Crawl any URL and index pages automatically, upload PDFs and Word documents, paste text, or lock in exact Q&A answers for the questions visitors ask most.

Selectable AI models

Choose from OpenAI GPT, Anthropic Claude, and Google Gemini models, and switch the model per chatbot at any time without rebuilding it.

Brand customization

Match brand colors, welcome message, chat bubble styling, and suggested prompts so the widget feels native to your site.

Guardrails and controls

Set domain restrictions, rate limiting, and visibility controls so your agent behaves within the boundaries you define.

Strengths & Pros

+Trains on websites, documents, and exact Q&A pairs, so you can mix broad and precise knowledge
+One script tag embeds on WordPress, Shopify, Webflow, Wix, and any HTML site
+Choose between OpenAI, Anthropic, and Google models per chatbot and switch later
+Built-in lead capture, conversation inbox, and lead export in the same product

Frequently Asked Questions: Agentkit vs Dify

Agentkit has 20,332 monthly visits, while Dify has 819,691. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

Agentkit vs MindStudio

1.81M visits/mo

Dify vs MindStudio

2.61M visits/mo

Agentkit vs Open WebUI

824.87K visits/mo

Dify vs Open WebUI

1.62M visits/mo

Best Alternatives to Agentkit & Dify (12)

Limitations

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

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

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

Tidio

527.3K/mo

SpecialistAI customer service that answers instantly and turns chats into revenue

AI Customer ServiceFreemium73% direct

Tidio help desk inbox showing AI-resolved conversations alongside human agent replies

05

DocsBot AI

495.3K/mo

Custom AI agents trained on your documentation and knowledge base

AI ChatbotFreemium18% direct

DocsBot AI website showing the custom AI agent builder and knowledge source options

06

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

07

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

08

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

09

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

10

Chat Data

181.4K/mo

SpecialistBuild custom AI agents and support chatbots trained on your own data, across every channel

AI ChatbotFreemium, Paid+275.8%

Chat Data dashboard showing an AI agent trained on business documents and connected channels

11

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

12

SiteGPT

164.6K/mo

SpecialistCustom AI support chatbots trained on your own website content

AI ChatbotFree Trial, Paid, Contact for Pricing33% direct

SiteGPT pricing page listing Starter, Growth, Scale and Enterprise plans with message and page limits

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

Tidio

527.3K/mo

SpecialistAI customer service that answers instantly and turns chats into revenue

AI Customer Service73% direct

Freemium

Visit

DocsBot AI

495.3K/mo

Custom AI agents trained on your documentation and knowledge base

AI Chatbot18% 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

Chat Data

181.4K/mo+275.8%

SpecialistBuild custom AI agents and support chatbots trained on your own data, across every channel

AI Chatbot17% direct

Freemium, 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

SiteGPT

164.6K/mo

SpecialistCustom AI support chatbots trained on your own website content

AI Chatbot33% direct

Free Trial, Paid, Contact for Pricing

Agentkit vs Dify

Side-by-Side Traffic & Specification Matrix

Agentkit

Strengths & Pros

Frequently Asked Questions: Agentkit vs Dify

How do Agentkit and Dify compare in monthly traffic?

How do their growth rates compare?

How does pricing compare?

What are alternatives to Agentkit and Dify?

More Head-to-Head Matchups

Best Alternatives to Agentkit & Dify (12)

Limitations

Dify

Strengths & Pros

Limitations