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123 tools · 10 stacks
GitHub

AI tools are all over the place. This is the full landscape — 123 tools across 12 categories, mapped and connected. Ready to narrow it down? Build your stack →

Stack Layers
What are you building and how is it defined?
How do you write and ship code?
How does your AI think and act?
Which models and infrastructure power it?
How do you build, observe, and extend it?
React Flow mini map
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These tools integrates with
Dify
vs
Langfuse

Choose Dify when…

  • •You want a self-hosted LLM app platform
  • •Non-technical users need to build AI workflows
  • •You need a backend and frontend in one tool

Choose Langfuse when…

  • •You want open-source LLM observability
  • •Self-hosting your tracing stack is important
  • •You need cost tracking across models and users
Field
Dify
Langfuse
Category
Pipelines & RAG
LLM Infrastructure
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
Cloud Pro: Paid
Cloud: $59/mo
Stars
⭐ 50,000
⭐ 7,000

Dify

Open-source platform with a visual workflow builder, model management, RAG pipeline, and agent capabilities in one product.

Langfuse

Open-source platform for tracing, evaluations, and prompt management. Self-hostable alternative to LangSmith with clean UX.

Dify Website ↗GitHub ↗
Langfuse Website ↗GitHub ↗

Shared Connections (1)

LiteLLM

Only Dify (3)

FlowiseLangfuseQdrant

Only Langfuse (26)

CursorClaude CodeOpenHandsCrewAIAutoGenLangGraphLangChainLlamaIndex
See full comparison in Explore →