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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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Stage

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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
Maxim AI

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 Maxim AI when…

  • •You're building multi-step agents and need more than LLM-level tracing
  • •You want to run simulation tests on agent behavior before deploying
  • •You need observability designed for agentic systems, not just LLM calls
Field
Opik
Maxim AI
Category
observability
observability
Type
OSS
SaaS
Free Tier
✓ Yes
✓ Yes
Plans
OSS: FreeCloud: Free tier + pay as you go
Free: $0Pro: Contact for pricing
Stars
⭐ 4,200
—
Health
●85 — Active
—
Trajectory
— not enough data
— not enough data
Synced
6 days ago
—

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.

Maxim AI

Testing and observability platform designed specifically for AI agents rather than single LLM calls. Covers simulation testing, multi-turn conversation evaluation, and production monitoring for complex agentic systems.

Opik Website ↗GitHub ↗
Maxim AI Website ↗

Only Opik (2)

LangfuseMaxim AI

Only Maxim AI (4)

AgentOpsOpikLangGraphCrewAI
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