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207 tools · 25 stacks

AI tools are all over the place. This is the full landscape — 207 tools across 17 categories, mapped and connected. Ready to narrow it down? Build your stack →

Team size

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Use case

Stage

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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?
These tools competes with
Langfuse
vs
Opik

Choose Langfuse when…

  • •You want open-source LLM observability
  • •Self-hosting your tracing stack is important
  • •You need cost tracking across models and users

Choose Opik when…

  • •want OSS observability with built-in eval metrics
  • •already using Comet for ML experiment tracking
  • •need hallucination detection out of the box
Field
Langfuse
Opik
Category
LLM Infrastructure
observability
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
Cloud: $59/mo
OSS: FreeCloud: Free tier + pay as you go
Stars
⭐ 7,000
⭐ 4,200
Health
●80 — Active
●85 — Active
Trajectory
— not enough data
— not enough data
Synced
today
6 days ago

Langfuse

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

Opik

Opik is an open-source LLM observability platform from Comet that provides detailed tracing, prompt tracking, and automated evaluation for AI applications. One-line integration captures every LLM call, cost, and output with built-in eval metrics including hallucination detection.

Langfuse Website ↗GitHub ↗
Opik Website ↗GitHub ↗

Only Langfuse (28)

CursorCrewAIAutoGenLangGraphLangChainLlamaIndexDifyMastra

Only Opik (2)

LangfuseMaxim AI
See full comparison in Explore →