Dify
Make, deploy, and monitor GenAI apps on-prem, based on any LLM.
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Dify Reviews — Pricing, Features & The Honest Take
Dify Overview
What is Dify?
Dify is an open-source LLM application development platform that combines Backend-as-a-Service and LLMOps capabilities to build, deploy, and operate generative-AI applications (agents, RAG pipelines, workflows, chatbots and APIs). It supports multiple model providers, a plugin architecture, visual workflow editing, RAG/document ingestion, monitoring and observability, cloud and self-hosted deployment, and a Community Edition distributed via GitHub.
Dify is also often used as Generative AI of choice in Docker and Docker Compose tech stacks.
| Company | LangGenius, Inc. |
|---|---|
| Year founded | 2023 |
| Company size | 1000+ employees |
| Headquarters | Menlo Park, California, USA |
Dify Categories on Findstack
5.0
(1)
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What Dify is best for?
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Dify Product Details
| Capabilities |
AI
API
OSS
|
|---|---|
| Segment |
Small Business
Mid Market
Freelancer
Enterprise
|
| Deployment | Cloud / SaaS / Web-Based, On-Premise Linux |
| Support | Knowledge Base |
| Training | Documentation |
| Languages | English, Farsi, French, Hindi, Italian, Japanese, Korean, Polish, Portuguese (Brazil), Romanian, Russian, Simplified Chinese, Spanish, Traditional Chinese, Turkish, Ukrainian, Vietnamese |
Dify Pros and Cons
- Feature-rich: multi-LLM support, agents, workflows, RAG, monitoring
- Flexible deployment: cloud, self-hosted Community Edition, enterprise/private
- Open source core with community contributions
- Broad multilingual support and document/image input
- Cost control via message credits and free tiers
- Version/revision control for apps/workflows is partial/coming soon in some plans
- Message credits/quotas may limit large-scale usage before upgrading
- Some add-on pricing (vector storage, seats) not published publicly which creates cost uncertainty
- Some cataloged languages are present but not all are enabled (some marked unsupported)
- UI branding/custom domain features may require enterprise plan
Dify Pricing
Dify Features
AI Avatar / talking avatar
API Access
API Integration
Access control, team & role management
Agent framework (tools, tool-calls, agents)
Analytics and Reporting
Annotation / feedback loops for fine-tuning or evaluation
App types: web apps, APIs, chatbots, agents
Automated Content Creation
Brand & identity management
Cloud-Based Deployment
Collaboration Tools
Cost control / message credit system
Cross-platform Compatibility
Custom Templates
Custom branding / domain / UI customization
Customer Support
Customizable Models
Data Augmentation
Data Privacy Controls
Deployment options: cloud + self-hosted / private infra
Documentation and Tutorials
Edge Deployment
Image Generation
Image-to-Image transformation
Interactive Demos
Marketplace / templates / starter apps
Model Training
Model selection (multiple models/providers)
Monitoring, observability, logs, analytics
Multi-language Support
Multi-language support / translation
Multilingual / non-English language support
Multimodal Input Support
Natural Language Processing
Open source / code export
Output / format export control
Performance Monitoring
Plugin / extensibility / custom tool integrations / external APIs
Pre-trained Models
Prompt / template library
Prompt engineering / prompt templates / prompt IDE
Rate limiting, quotas, scalable performance
Real-time Processing
Real-time monitoring or analytics
Retrieval-Augmented Generation (RAG) / knowledge base / document ingestion
Scalability
Scheduling, webhooks, triggers / event-based workflows
Security and Compliance
Sharing / collaboration
Speech Synthesis
Storage / asset library
Structured output / schema enforcement
Support for files / images / documents as inputs
Support multiple LLMs / model providers
Text Generation
Text-to-Image generation
Text-to-Video Generation
Third-party Integrations
User-friendly Interface
Version / revision control for workflows / apps
Version Control
Video-to-Video editing / transformation
Visual workflow / flowchart / pipeline editor
Voice / Audio tools (TTS, voiceovers)
Workflow / multi-step / apps chaining
Workflow Automation
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Disclaimer
Our research is curated from diverse authoritative sources and meant to offer general advice. We don’t guarantee that our suggestions will work best for each use-case, so consider your unique needs when choosing products and services. Feel free to share your feedback.
Last updated: July 24, 2026
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