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Dify review

Open-source LLMOps platform

4.7
Paid— users
Community Trusted
64
ToolHund Score
Solid
Verified
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Our verdict

Dify combines a visual workflow builder, agent framework, RAG pipeline and observability for shipping production LLM apps.

ToolHund Score: 64/100 · Best for: Teams shipping LLM apps with a visual workflow builder, RAG and observability.

Skip it if: Users who only need a simple chatbot embed.

Independently reviewed by ToolHund editors · Last verified 2026-07-26. How we score →

Strengths
  • Visual workflow
  • Strong fit for teams shipping llm apps with a visual workflow builder, rag and observability.
  • Transparent, published pricing
Weaknesses
  • Advanced features may require a higher tier
  • Output quality varies with prompt skill
  • Limited offline use — internet required

Who should choose Dify?

Teams shipping LLM apps with a visual workflow builder, RAG and observability. The strongest fit is a buyer who will use Dify regularly for agents work rather than as an occasional experiment.

Dify earns its place in a workflow when Visual workflow, RAG pipeline, Agent nodes remove a repeated manual step. Its free access makes a real-workflow test possible before committing to a paid plan.

A practical three-step test

  1. STEP 1Run one real agents task from your current workflow in Dify.
  2. STEP 2Check whether Visual workflow produces an output you can use without substantial rework.
  3. STEP 3Compare the result and time saved with at least one alternative before choosing a paid plan.

Pricing

Free (self-host) · Cloud plans available
Positive once you replace 1+ hour of manual work per week

Buying checklist

  • Use-case fit: Teams shipping LLM apps with a visual workflow builder, RAG and observability.
  • Core capabilities: Visual workflow, RAG pipeline, Agent nodes
  • Current listed pricing: Free (self-host) · Cloud plans available
  • Reason to skip: Users who only need a simple chatbot embed.

Dify is most compelling for teams shipping llm apps with a visual workflow builder, rag and observability. Start with the free option and upgrade only after it proves useful on a real task.

Features

  • Visual workflow
  • RAG pipeline
  • Agent nodes
  • Self-host or cloud

Dify vs top alternatives

ToolToolHund ScorePricingFree tierRating
Dify64/100Free (self-host) · Cloud plans availableYes4.7/5
OpenHands81/100Open source · Cloud from $20/moNo4.7/5
Devin63/100Paid · From $500/moNo4.6/5
OpenAI Codex64/100Included with ChatGPT paid plansNo4.7/5
OpenHands
Open-source platform for autonomous software development agents
Devin
Autonomous AI software engineer from Cognition
OpenAI Codex
AI coding agents for software engineering teams
Claude Code
Agentic coding assistant for terminal and IDE workflows

See all Dify alternatives →

Dify FAQ

What is Dify?

Open-source LLMOps platform Dify combines a visual workflow builder, agent framework, RAG pipeline and observability for shipping production LLM apps.

Is Dify free?

Yes — Dify offers a free tier or free trial. Current pricing: Free (self-host) · Cloud plans available.

How much does Dify cost?

Dify pricing: Free (self-host) · Cloud plans available. See the ToolHund review for plan details and value analysis.

What is Dify best for?

Teams shipping LLM apps with a visual workflow builder, RAG and observability..

What are the best Dify alternatives?

The closest alternatives in the Agents category are OpenHands, Devin, OpenAI Codex.

How does ToolHund score Dify?

Dify scores 64/100 on the ToolHund rubric, which weighs capability, pricing honesty, traction and ecosystem.

Read the ToolHund scoring methodology →