AIchitect
StacksGraphBuilderCompareGenome
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

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?
These tools competes with
Opik
vs
Langfuse

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

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
Opik
Langfuse
Category
observability
LLM Infrastructure
Type
OSS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
OSS: FreeCloud: Free tier + pay as you go
Cloud: $59/mo
Stars
⭐ 4,200
⭐ 7,000
Health
●85 — Active
●80 — Active
Trajectory
— not enough data
— not enough data
Synced
6 days ago
today

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

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

Opik Website ↗GitHub ↗
Langfuse Website ↗GitHub ↗

Only Opik (2)

LangfuseMaxim AI

Only Langfuse (28)

CursorCrewAIAutoGenLangGraphLangChainLlamaIndexDifyMastra
See full comparison in Explore →