Dify.ai VS Langflow

Comprehensive feature-by-feature breakdown, real pricing tiers, community sentiment, and active discounts for Dify.ai and Langflow.

TOOL A

TOOL B

0 / 5.0

Dify.ai

Open-source LLM app development platform combining prompt DAGs, RAG & autonomous agents

$0/mo starting

0 / 5.0

Visual framework & drag-and-drop canvas for building multi-agent AI & RAG

$0/mo starting

Detailed Specification & Feature Matrix

BEST SUITED FOR

Dify.ai:Enterprise engineers, AI product managers, and startups building complex multi-agent RAG applications

Langflow:AI engineers, Python developers, and product teams prototyping complex multi-agent RAG pipelines

PRICING MODEL

Open Source (Starts at $0/mo)

ACTIVE DISCOUNT OFFERS

0% OFF (PRICING)

STANDOUT ADVANTAGES

Significantly more intuitive visual DAG canvas than raw LangChain code

Built-in token cost analytics and human annotation datasets

100% self-hostable with zero telemetry lock-in

Makes understanding complex multi-step RAG pipelines visual and debuggable

Can export visual flows directly as clean, executable Python code

Free and self-hostable with single `pip install langflow` or Docker

KNOWN SHORTCOMINGS

Self-hosted Docker requires at least 4GB of RAM for full stack

Workflow loops can be complex to debug without stepping through logs

Complex loops with 50+ nodes can become visually busy

Requires Python environment understanding for custom packages