How do their growth rates compare?

Dify has a month-over-month growth rate of -15%; SafetyStack has -34.8%.

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. SafetyStack: Free. Free. Manual editing and PDF download of RAMS documents require no sign-up and no payment. A free account is only needed for optional AI assistance and saving or revising jobs. No paid tiers are advertised on the site.

What are alternatives to Dify and SafetyStack?

Other tools in related categories include n8n, MindStudio, Open WebUI, LlamaIndex, AI Doc Maker.

Head-to-Head Benchmark

Dify vs SafetyStack

Dify records 819,691 monthly visits with -15% month-over-month growth and Freemium pricing. SafetyStack records 834 monthly visits with -34.8% growth and Free 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

SafetyStackFree

Free RAMS software and health & safety documents for UK contractors

Monthly Visits

834

MoM Velocity

-34.8%

Top Market

🌐 Global

View SafetyStack Analysis safetystack.co.uk

Side-by-Side Traffic & Specification Matrix

Dimension / Metric	Dify	SafetyStack
Official Domain	dify.ai	safetystack.co.uk
Pricing Model	Freemium	Free
Monthly Visits	819.69K (819,691)	834 (834)
MoM Traffic Delta

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

Direct Visits / mo	470.6K	237

User Rating	4.8	4.3

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 SafetyStack

Dify has 819,691 monthly visits, while SafetyStack has 834. Traffic estimates describe audience size, not product quality.

More Head-to-Head Matchups

MindStudio vs SafetyStack

1.79M visits/mo

Dify vs Open WebUI

1.62M visits/mo

Open WebUI vs SafetyStack

805.37K visits/mo

Best Alternatives to Dify & SafetyStack (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

SafetyStack

Free RAMS software and health & safety documents for UK contractors

205+ RAMS templates

Search a library spanning 11 categories by work type or trade, including MEWP, floor laying, office cleaning and electrical installation, and jump straight to your task.

Site-specific AI safety assistant

For signed-in users, an optional assistant asks the site-specific questions that make a document reflect the real job, with risk checks and draft control suggestions.

Free toolbox talks and inductions

Turn the safety pack into briefings workers can follow and print site-specific induction packs with attendance and signature sheets.

Full document library

Create COSHH assessments, risk assessments, method statements, fire risk assessments, permits to work and checklists alongside the RAMS.

Strengths & Pros

+Manual editing and PDF download of RAMS are free with no sign-up
+205+ templates across 11 categories cover common UK trades and tasks
+Toolbox talks, inductions, COSHH, permits and checklists are available alongside RAMS
+Content is described as grounded in UK regulations, with a published content and review method

Limitations

–The site stresses it is only a starting point and a competent person must review every document
–Optional AI features and saved revisions require creating an account
–It is tailored to UK health and safety practice, so contractors elsewhere may find the templates less applicable

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

AI Doc Maker

271.2K/mo

Turn a prompt into finished documents, decks, and spreadsheets

AI Documents GeneratorFreemium43% direct

Screenshot of AI Doc Maker generating a formatted document from a text prompt

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

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

08

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

09

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

10

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%

11

Templafy

129K/mo

Agentic document generation that keeps business documents on-brand and compliant

AI Documents GeneratorFreemium, Free Trial, Contact for Pricing28% direct

Templafy dashboard with branded presentation output, content library and governance settings

12

AI-Flow

66.6K/mo

Free / Open-sourceAn open-source drag-and-drop builder specifically designed for chaining foundation models into automated AI pipelines.

AI WorkflowFree38% direct

AI-Flow editor showing connected model nodes in a multi-step AI workflow

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

AI Doc Maker

271.2K/mo

Turn a prompt into finished documents, decks, and spreadsheets

AI Documents Generator43% direct

Freemium

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

Templafy

129K/mo

Agentic document generation that keeps business documents on-brand and compliant

AI Documents Generator28% direct

Freemium, Free Trial, Contact for Pricing

Visit

AI-Flow

66.6K/mo

Open Source

Free / Open-sourceAn open-source drag-and-drop builder specifically designed for chaining foundation models into automated AI pipelines.

AI Workflow38% direct

Free

Dify vs SafetyStack

Side-by-Side Traffic & Specification Matrix

Dify

Strengths & Pros

Frequently Asked Questions: Dify vs SafetyStack

How do Dify and SafetyStack compare in monthly traffic?

How do their growth rates compare?

How does pricing compare?

What are alternatives to Dify and SafetyStack?

More Head-to-Head Matchups

Best Alternatives to Dify & SafetyStack (12)

Limitations

SafetyStack

Strengths & Pros

Limitations