How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; Thought graph has —.

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. Thought graph: Freemium. Listed as free to install on the Chrome Web Store; the vendor may offer paid plans separately. No subscription price is published on the store listing.

What are alternatives to Dify and Thought graph?

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

Head-to-Head Benchmark

Dify vs Thought graph

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. Thought graph records 0 monthly visits with — growth and Freemium 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

Thought graphFreemium

Automate prospect research and draft personalized outreach from your browser

Monthly Visits

0

MoM Velocity

—

Top Market

🌐 Global

View Thought graph Analysis chromewebstore.google.com

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Dify	Thought graph
Official Domain	dify.ai	chromewebstore.google.com
Pricing Model	Freemium	Freemium
Monthly Visits	819.69K (819,691)	0 (0)

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

Direct Visits / mo	470.6K	0

User Rating	4.8	3.9

Supported Platforms	Website	Browser Extension

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 Thought graph

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

More Head-to-Head Matchups

MindStudio vs Thought graph

1.79M visits/mo

Dify vs Open WebUI

1.62M visits/mo

Open WebUI vs Thought graph

804.53K visits/mo

Best Alternatives to Dify & Thought graph (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

Thought graph

Automate prospect research and draft personalized outreach from your browser

Automated prospect data extraction

Collects contact and company details from social platforms and public pages so reps spend less time on manual data entry.

AI-personalized message drafting

Applies NLP and machine learning to draft outreach tailored to a prospect's industry, seniority and interests.

Industry-specific customization

Messaging patterns can be adjusted for different verticals so tone and talking points match the buyer's world.

In-browser workflow

Runs inside Chrome on the sites a rep already uses, without a separate dashboard or tab-switching workflow.

Strengths & Pros

+Free to install as a Chrome extension
+Cuts manual research and copy-paste work between lead discovery and first outreach
+Message drafts adapt to industry, role and personal interests
+Works inside the browser tools reps already use
+Also useful for generic repetitive data-collection tasks

Limitations

–Small user base and few reviews, so community troubleshooting is limited
–Focused on LinkedIn-style prospect research rather than a full CRM
–Privacy disclosure covers personally identifiable information and communications, which some teams may scrutinize
–Effectiveness depends on keeping messaging templates aligned with compliance rules

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

Thunderbit

391.7K/mo

Agentic web scraper that turns any page into ready-to-use data

AI Web ScrapingFreemium, Contact for Pricing20% direct

05

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

06

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

07

Gojiberry

210.4K/mo

AI sales agent that finds high-intent leads and reaches out for you

AI CopilotFree Trial, Paid, Contact for Pricing58% direct

Screenshot of Gojiberry showing scored high-intent prospects and AI-personalized outreach campaigns

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

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

11

Linked Helper

176.9K/mo

Desktop-first LinkedIn outreach automation with AI-written messages

AI Lead GenerationFree Trial, Paid28% direct

Linked Helper campaign builder showing a drip sequence with AI-personalized messages

12

Bardeen

170.3K/mo

Agentic web scraping and lead enrichment for go-to-market teams

AI WorkflowFreemium, Free Trial, Paid, Contact for Pricing45% direct

Bardeen product interface with scraper templates, web search research, and enriched lead lists

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

Thunderbit

391.7K/mo

Agentic web scraper that turns any page into ready-to-use data

AI Web Scraping20% direct

Freemium, Contact for Pricing

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

Gojiberry

210.4K/mo

AI sales agent that finds high-intent leads and reaches out for you

AI Copilot58% direct

Free Trial, Paid, Contact for Pricing

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

Linked Helper

176.9K/mo

Desktop-first LinkedIn outreach automation with AI-written messages

AI Lead Generation28% direct

Free Trial, Paid

Visit

Bardeen

170.3K/mo

Agentic web scraping and lead enrichment for go-to-market teams

AI Workflow45% direct

Freemium, Free Trial, Paid, Contact for Pricing

Dify vs Thought graph

Side-by-Side Traffic & Specification Matrix

Dify

Strengths & Pros

Frequently Asked Questions: Dify vs Thought graph

How do Dify and Thought graph compare in monthly traffic?

How do their growth rates compare?

How does pricing compare?

What are alternatives to Dify and Thought graph?

More Head-to-Head Matchups

Best Alternatives to Dify & Thought graph (12)

Limitations

Thought graph

Strengths & Pros

Limitations