How are AI tools compared on AIHub?

Every matchup compares the same dimensions — pricing model, core features, integrations, and best-fit use cases — so two tools are judged on like-for-like criteria rather than on whichever features each vendor chooses to advertise.

Which AI tool comparison should I start with?

Start from the category that matches your task — language models, code assistance, image or video generation, voice, or search — then open the head-to-head for the two tools you are actually deciding between.

What are the pricing options for Dify and Flowise?

Dify uses a Freemium pricing model. Flowise uses a Freemium pricing model. Check each vendor's official website for current pricing details.

Side-by-Side Comparison · 2026

Dify vs Flowise: Full Comparison (2026)

Dify is open-source llm app development platform for building ai workflows and agents. Flowise is open-source no-code llm flow builder for building ai apps visually. Use the breakdown below to find the right fit for your needs.

Dify

Dify.AI

Freemium

Flowise

FlowiseAI

Freemium

This page presents factual information sourced from publicly available vendor documentation and product pages. AIHub does not endorse either product. The right tool depends on your specific use case, team, and requirements — we recommend evaluating both tools directly before making a decision.

Side-by-Side Overview

Pricing Model: Dify: FreemiumFlowise: Freemium
API Access: Dify: AvailableFlowise: Available
Platforms: Dify: Web (cloud), Self-hosted (Docker), KubernetesFlowise: Web (cloud), Docker (self-hosted), npm, Railway, Render
Integrations: Dify: 9 integrationsFlowise: 10 integrations
Vendor: Dify: Dify.AIFlowise: FlowiseAI
Category: Dify: Developer ToolsFlowise: Frameworks
Launch: Dify: Mar 2023Flowise: 2023
Models: Dify: GPT-4o, Claude 3.5 SonnetFlowise: Any via LangChain (OpenAI, Anthropic, Google, Ollama, Hugging Face, 50+ providers)

Feature	Dify	Flowise
Pricing Model	Freemium	Freemium
API Access	Available	Available
Platforms	Web (cloud), Self-hosted (Docker), Kubernetes	Web (cloud), Docker (self-hosted), npm, Railway, Render
Integrations	9 integrations	10 integrations
Vendor	Dify.AI	FlowiseAI
Category	Developer Tools	Frameworks
Launch	Mar 2023	2023
Models	GPT-4o, Claude 3.5 Sonnet	Any via LangChain (OpenAI, Anthropic, Google, Ollama, Hugging Face, 50+ providers)

About Dify

Dify is an open-source platform for building LLM-powered applications, workflows, and agents without deep coding. It provides a visual workflow builder, RAG pipeline, agent orchestration, prompt management, and a model-agnostic backend that supports OpenAI, Anthropic, Llama, Azure, and dozens of other providers. It can be self-hosted or used as a cloud service.

Designed For

Building chatbots with RAG
LLM workflow automation
Agent orchestration
Prompt engineering & testing

Full Dify details

About Flowise

Flowise is an open-source, low-code tool for building LLM applications and AI agent workflows using a visual drag-and-drop interface. Built on LangChain under the hood, it lets developers and non-developers assemble RAG pipelines, chatbots, and agent chains without writing code. Self-hostable with Docker, it has become one of the most popular tools for visually prototyping and deploying LLM apps.

Designed For

RAG chatbot building
Visual LLM workflow prototyping
Agent pipeline creation
Document Q&A apps

Full Flowise details

Strengths & Limitations

Dify

Strengths

Open-source with self-hosting option
Visual workflow builder
Model-agnostic (50+ providers)
Built-in RAG and vector store
Active community & fast iteration

Limitations

Can be complex for simple use cases
Cloud plan limits on free tier
Docs sometimes lag releases

Flowise

Strengths

Drag-and-drop visual builder
LangChain components included
Self-hostable for free
Built-in vector store integrations
Embed chatbots on websites
Active community

Limitations

Less flexible than pure code
Can hit complexity limits for large flows
Cloud version needed for non-technical sharing
Performance overhead vs raw LangChain

Frequently Asked Questions

What is the difference between Dify and Flowise?

Dify is open-source llm app development platform for building ai workflows and agents, while Flowise is open-source no-code llm flow builder for building ai apps visually. Dify is designed for Developers building LLM apps, Enterprises with custom AI needs; Flowise is designed for Non-developers building AI apps, Agencies prototyping AI solutions. The right fit depends on your specific requirements.

How do the pricing models compare?

Dify is available under a Freemium model. Flowise is available under a Freemium model. Dify's entry tier starts at $0. Flowise's entry tier starts at $0. Always verify pricing on each vendor's official website as it may change.

What integrations does each tool support?

Dify integrates with OpenAI, Anthropic, Azure OpenAI, Hugging Face. Flowise integrates with OpenAI, Anthropic, Ollama, Pinecone. Check each vendor's documentation for the full and current list.

How do I choose between Dify and Flowise?

Consider your team's technical requirements, budget, existing tooling, and use case before deciding. We recommend signing up for free trials or demos of both tools where available, and consulting each vendor's documentation. AIHub provides this comparison for informational purposes only.

Explore

Learn

Governance

More