AI tools are all over the place. This is the full landscape — 247 tools across 21 categories, mapped and connected. Ready to narrow it down? Build your stack →

Team size

Budget

Use case

Stage

Cluster

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?

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These tools integrates with

RAGAS

Langfuse

Choose RAGAS when…

•You're evaluating a RAG pipeline specifically
•Context relevance and answer faithfulness are your key metrics
•You want an OSS eval framework focused on retrieval quality

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

RAGAS

Langfuse

Shared Connections (3)

LangChainLlamaIndexDeepEval

Only RAGAS (2)

LangfuseTruLens

Only Langfuse (26)

CursorCrewAIAutoGenLangGraphDifyMastraAgnoLiteLLM

See full comparison in Explore →