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Flowise vs Dify Comparison

Last updated:

Flowise

4.5(295 reviews)

Starting at Free free

  • Small Business
  • Mid-Market

Flowise is an open-source, low-code tool for building LLM-powered applications and agents through a visual drag-and-drop interface. Developers and non-engineers connect LLM nodes, data loaders, vector stores, memory modu…

Dify

Starting at $59 /month

  • Large Enterprises
  • Medium Business

Dify is an open-source LLM app development platform, enabling users to orchestrate everything from simple LLM-powered agents to complex AI workflows with an RAG engine. Dify simplifies the development of generative AI so…

Flowise leads on user satisfaction with a 4.5-star rating across 295 reviews.

Flowise vs Dify — at a glance

FeatureFlowiseDify
Rating4.5 / 5—
Reviews295—
Starting priceFree free$59 /month
Free trial No No
Free version No No
Best forSmall Business, Mid-Market, EnterpriseLarge Enterprises, Medium Business, Small Business
CategoryGenerative AI Infrastructure SoftwareGenerative AI Infrastructure Software
PlatformsCloud, On-Premise, LinuxSaaS/Web/Cloud
APIAvailableAvailable
Support modesGitHub Issues, Discord Community, Help Center, Enterprise SupportOnline
Data residency—Global

Key differences between Flowise and Dify

  • Pricing: Flowise starts at Free free, while Dify starts at $59 /month.
  • Target audience: Flowise is built for Small Business and Mid-Market, while Dify targets Large Enterprises and Medium Business.
  • Deployment: Flowise supports Cloud, On-Premise, Linux; Dify supports SaaS/Web/Cloud.

Flowise vs Dify — find the better fit before you commit.

01

Which tool fits your team best

02

Which is actually cheaper for your team size

03

Where each product wins, per real buyers

Most Generative AI Infrastructure Software tools look identical on paper. This comparison cuts to the differences that matter — pricing structure, team fit, and what real buyers found after signing up.

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Flowise vs Dify: Biggest differences

Start here before you go deeper into features.

Flowise

Best for

Small Business, Mid-Market, Enterprise

Dify

Best for medium businesses building streamlined LLM-powered AI workflows easily.

Choose if
  • You need an open-source platform to develop both simple agents and complex AI workflows.
  • Your team includes sales managers or CRM admins seeking user-friendly AI tools without heavy coding.
  • You want to leverage data-driven insights with robust analytics integrated into AI applications.
Consider alternatives if
  • Your organization requires highly customized, enterprise-grade AI workflow integrations.
  • Transparent, predictable pricing is critical for your budgeting and procurement process.

Flowise typically suits Small Business and Mid-Market. Dify tends to fit Large Enterprises and Medium Business better. The right choice depends on your team size, workflow, and whether a free trial matters.

Description

Flowise is an open-source, low-code tool for building LLM-powered applications and agents through a visual drag-and-drop interface. Developers and non-engineers connect LLM nodes, data ... Read More about Flowise

Dify is an open-source LLM app development platform, enabling users to orchestrate everything from simple LLM-powered agents to complex AI workflows with an RAG engine. Dify simplifies the ... Read More about Dify

Entry Level Pricing

  • Starts from Free
  • Starts from $59 , monthly

Free Trial Availability

  • No free trial
  • No free trial

SpotScore

What's this? ↗

9.0/10

Not Available

User Ratings

Based on verified Spotsaas reviews

Best Company Size

—
50 to 500 employeesMedium Business
Get pricing help
Get pricing help

Where each option fits best

See where each product is strongest, which teams it fits, and what causes buyers to keep looking — before you commit.

Based on buyer reviews and verified product data collected by Spotsaas.

Strengths

Key strengths

Flowise

  • LLM Apps Without Code: Product managers and non-engineers can build and iterate on RAG pipelines and chatbots without developer dependency.
  • From Idea to API in Minutes: Visual flow → REST API endpoint in one click — prototype to deployed AI service faster than any code-first approach.
  • Self-Hosted Privacy: Run Flowise on company infrastructure to keep all document ingestion, LLM calls, and conversation data on-premise.

Dify

  • Streamlined Workflow: Dify simplifies complex processes, allowing managers to focus on strategic initiatives rather than getting bogged down in administrative tasks. Your team will appreciate the increased efficiency.
  • Data-Driven Insights: Dify's analytics give administrators easy access to actionable insights for informed decision-making. You get clear trends and performance metrics to guide your choices.
  • User-Friendly Interface: Executives will appreciate Dify's intuitive design, which lets even non-technical users work through the platform easily. This builds greater adoption across teams and speeds up productivity.
Best fit

Best fit

Flowise

  • Non-engineering teams building internal knowledge base chatbots over company documents without writing code
  • Rapid prototyping of RAG pipelines before committing to a code-first implementation
  • Customer support teams deploying AI chatbots by combining their knowledge base with an LLM via visual canvas

Dify

  • 50 to 500 employees
  • Martech, Revtech, Fintech, Sales Automation, SaaS, and Consulting
  • Sales Managers, Account Executives, Business Development Representatives, and CRM Administrators
Watchouts

Reasons buyers look elsewhere

Dify

  • Lacks specific integrations — teams needing Slack, Salesforce, or custom API connections often switch to Zapier or Make
  • Pricing starts higher than open-source alternatives like LangChain or Ollama for self-hosted deployments
  • Support response times exceed 48 hours for non-enterprise plans, pushing urgent issues to competitors with live chat

Software Demo

Demo

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Step 1 of 4

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How do Flowise and Dify Compare on Features?

Total Features

9 Features

12 Features

Unique Features

No unique features

No unique features

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Compare Flowise and Dify on pricing

Review starting price, plan structure, and free-trial access side by side so you can see which option fits your budget and buying process.

Pricing Option

      Starting From

      • Free
      • $59 , monthly

      Pricing Plans

      • Sandbox

        Free

        • Message Credits: 200 messages

        • Model Providers: OpenAI/Anthropic/Llama2/Azure OpenAI/Hugging Face/Replicate

        • Team Members: 1

        Show more +

      • Professional

        $59

        /month

        • Everything in Sandbox plan, plus

        • Message Credits: 5,000 messages/month

        • Model Providers: OpenAI/Anthropic/Llama2/Azure OpenAI/Hugging Face/Replicate

        Show more +

      • Team

        $159

        /month

        • Everything in Professional plan, plus

        • Message Credits: 10,000 messages/month

        • Model Providers: OpenAI/Anthropic/Llama2/Azure OpenAI/Hugging Face/Replicate

        Show more +

      • Browse all pricing plans

      Pricing Page

      Pricing information not available

      Dify pricing

      Flowise vs Dify: Other Details

      Organization Types supported

      • Individuals
      • Large Enterprises
      • Medium Business
      • Small Business
      • Freelancers / Consultants
      • Individuals
      • Large Enterprises
      • Medium Business
      • Small Business
      • Freelancers / Consultants

      Platforms Supported

      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Mobile - iOS
      • Mobile - Android
      • Browser Based (Cloud)
      • Browser Based (Cloud)
      • Mobile - iOS
      • Mobile - Android

      Modes of support

      • 24/7 (Live rep)
      • Business Hours
      • Online
      • 24/7 (Live rep)
      • Business Hours
      • Online

      API Support

      • Available
      • Available
      Get help choosing
      Get help choosing

      Flowise vs Dify Security & Compliance

      Certifications, data handling, and security controls for IT and compliance evaluators.

      Data Residency

      —
      🌐 Global

      Flowise User Reviews & Rating Comparison

      User Ratings

      4.5

      (based on 295 reviews)

      No reviews available for the product

      Rating Distribution

      0

      0

      0

      0

      0

      No reviews available for this product

      Spotsaas Editor’s POV generated by AI

      Buyer sentiment

      Buyer sentiment is very strong across 295 reviews, with consistently positive feedback.

      What buyers like

      • 28,000+ GitHub stars — the most popular open-source visual LLM builder, with extensive community templates and a large pool of available help.
      • Drag-and-drop canvas makes RAG pipeline construction accessible to non-engineers and product teams who would otherwise wait for developer bandwidth.
      • Self-hosted Apache 2.0 license means internal AI tools and sensitive RAG pipelines can run on company infrastructure without external data exposure.

      Common complaints

      • Visual builders produce harder-to-version-control and harder-to-test flows than code — teams with mature CI/CD practices may prefer code-first frameworks.
      • Complex logic (conditionals, loops, error handling) is harder to express visually than in code — very sophisticated workflows often require code customization anyway.

      Buyer sentiment

      Buyers appreciate Dify's ease of use and streamlined AI workflow capabilities but note concerns about pricing transparency and advanced customization options.

      What buyers like

      • Ease of use
      • Streamlined workflow
      • Data-driven insights

      Common complaints

      • Pricing transparency
      • Limited advanced features

      Pros and Cons

      • 28,000+ GitHub stars — the most popular open-source visual LLM builder, with extensive community templates and a large pool of available help.

      • Drag-and-drop canvas makes RAG pipeline construction accessible to non-engineers and product teams who would otherwise wait for developer bandwidth.

      • Self-hosted Apache 2.0 license means internal AI tools and sensitive RAG pipelines can run on company infrastructure without external data exposure.

      • Visual builders produce harder-to-version-control and harder-to-test flows than code — teams with mature CI/CD practices may prefer code-first frameworks.

      • Complex logic (conditionals, loops, error handling) is harder to express visually than in code — very sophisticated workflows often require code customization anyway.

      • Simplifies complex AI workflow development for both technical and non-technical users

      • Provides data-driven insights with robust analytics for informed decision-making

      • User-friendly interface that promotes adoption across diverse teams

      • Lack of publicly available pricing details may complicate budgeting

      • Limited information on advanced customization or enterprise features

      Used Flowise or Dify? Tell buyers what actually differs.

      Media and Screenshots

      Screenshots

      No screenshots available.

      Dify media

      3 Screenshots

      Videos

      No videos available.

      video-0

      2 Videos

      Top Alternatives to Flowise and Dify in 2026

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      Disclaimer: This research has been collated from a variety of authoritative sources. We welcome your feedback at [email protected].

      Frequently asked questions

      Which is better, Flowise or Dify?
      Flowise edges out the other on user ratings (4.5 vs -1.0). That said, the best pick depends on your use case, so use the comparison tables above to evaluate each dimension.
      Do Flowise and Dify offer a free trial?
      Neither Flowise nor Dify currently lists a free trial.
      What is the starting price of Flowise vs Dify?
      Flowise starts at Free free. Dify starts at $59 /month.
      What are the top alternatives to Flowise?
      Top alternatives to Flowise include CrewAI, Anthropic, Groq, Mistral AI, UbiOps.
      What are the top alternatives to Dify?
      Top alternatives to Dify include Promptly AI, Defog, illumex, Shaip Generative AI Platform, Amazon Bedrock.