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📖 The AI Tool Bible

AI-Flow vs Dify

A side-by-side look at pricing, capabilities, pros, cons, and our editorial scores.

AI-Flow logo
AI-Flow
Agents
Dify logo
Dify
Agents
Tagline
AI-Flow
Visual platform for combining AI models, data, media, and external services into complete workflows.
Dify
Dify is the platform for production-ready agentic workflows.
Pricing
AI-Flow
Freemium
Dify
Freemium· Professional: $590 per workspace / year; Team: $1590 per workspace / year; Sandbox: Free; Community: Free
Free trial
AI-Flow
Yes
Dify
Yes
API
AI-Flow
Yes
Dify
Yes
Platforms
AI-Flow
windows
Dify
web
Open source
AI-Flow
Yes
Dify
Yes
Hacker News stories
AI-Flow
0
checked 2026-11-07
Dify
5
checked 2026-10-10
Earliest Wayback capture
AI-Flow
2023-10-23
earliest archived capture of the site, not a launch date
Dify
2023-05-09
earliest archived capture of the site, not a launch date
Model used
AI-Flow
Multi-model (OpenAI, Anthropic, Google, Replicate, xAI)
Dify
Model-agnostic: OpenAI (GPT-4o, GPT-4.1), Anthropic Claude, Google Gemini, Mistral, Cohere, Ollama, and any OpenAI-compatible endpoint
Editorial score
AI-Flow
7.2 / 10
Dify
—
Use cases
AI-Flow
Content pipelinesImage and video productionDocument and web processingBusiness automationProduct features
Dify
Agentic workflows and RAG pipelinesSearchable knowledge basesAgent and tool buildingAudit automation with Agents and RPAExpert-level AI assistants
Pros
AI-Flow
  • Visual platform for combining AI models, data, media, and external services into complete workflows.
  • Users can begin using platform credits without configuring several provider accounts.
  • Users can connect their own provider API keys to bill usage directly through their provider account.
  • Workflows can be exposed through an API or run through a focused App interface.
  • The application is available as an open-source version.
Dify
  • Dify provides a visual builder for defining app logic, data retrieval, decisions, tool use, and human input.
  • Dify supports a marketplace for installing model providers, tools, data sources, and MCP integrations.
  • Dify allows publishing apps as hosted experiences, API endpoints, embeds, or MCP-compatible tools.
  • Dify offers a source-available Community Edition that can be self-hosted with Docker.
  • The Enterprise edition includes SSO, SAML, RBAC, and audit logs.
Cons
AI-Flow
—
Dify
  • New documents cannot be uploaded when the Knowledge Data Storage limit is reached.
  • Manual editing and annotation of responses is applicable only in Chat apps.
Website
AI-Flow
ai-flow.net
Dify
dify.ai

Editorial score: rule-based, 0–10, from AI-assisted profile inputs (see /methodology) — not a user rating; “—” means unscored. “Not listed” means we have no record of it, not that it is absent. GitHub figures and prices carry the date they were checked or captured; prices are shown as published, unconverted.

Pick AI-Flow if
  • ✅ Visual platform for combining AI models, data, media, and external services into complete workflows.
  • ✅ Users can begin using platform credits without configuring several provider accounts.
  • ✅ Users can connect their own provider API keys to bill usage directly through their provider account.
  • ✅ Workflows can be exposed through an API or run through a focused App interface.
Pick Dify if
  • ✅ Dify provides a visual builder for defining app logic, data retrieval, decisions, tool use, and human input.
  • ✅ Dify supports a marketplace for installing model providers, tools, data sources, and MCP integrations.
  • ✅ Dify allows publishing apps as hosted experiences, API endpoints, embeds, or MCP-compatible tools.
  • ✅ Dify offers a source-available Community Edition that can be self-hosted with Docker.
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