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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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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
Maxim AI
vs
Opik

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

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
Maxim AI
Opik
Category
observability
observability
Type
SaaS
OSS
Free Tier
✓ Yes
✓ Yes
Plans
Free: $0Pro: Contact for pricing
OSS: FreeCloud: Free tier + pay as you go
Stars
—
⭐ 4,200
Health
—
●85 — Active
Trajectory
— not enough data
— not enough data
Synced
—
6 days ago

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

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 Website ↗
Opik Website ↗GitHub ↗

Only Maxim AI (4)

AgentOpsOpikLangGraphCrewAI

Only Opik (2)

LangfuseMaxim AI
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