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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

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 integrates with
OpenAI API
vs
Galileo

Choose OpenAI API when…

  • •You need the broadest ecosystem and most integrations
  • •GPT-4 or o-series reasoning models are required
  • •Assistants API, fine-tuning, or batch API are needed

Choose Galileo when…

  • •You need real-time LLM guardrails in your production pipeline
  • •You want eval models fast enough (<200ms) to run inline with inference
  • •You need hallucination and RAG quality scoring at production latency
Field
OpenAI API
Galileo
Category
LLM Infrastructure
Prompt & Eval
Type
SaaS
SaaS
Free Tier
✗ No
✓ Yes
Plans
API: Per token
Free: $0Pro: Usage-based
Stars
—
—
Health
—
—
Trajectory
— not enough data
— not enough data

OpenAI API

API access to GPT-4o, o1, and other OpenAI models including embeddings and image generation. The most widely used LLM API in production.

Galileo

LLM evaluation platform with evaluation models that run in under 200ms — fast enough to use as production guardrails, not just offline eval. Covers hallucination detection, RAG quality, and safety scoring. Distinct from Galileo AI (the UI design tool).

OpenAI API Website ↗
Galileo Website ↗

Shared Connections (3)

LangChainPromptFooDeepEval

Only OpenAI API (26)

CrewAIAutoGenLlamaIndexMastraPydanticAIsmolagentsAgnoLiteLLM

Only Galileo (2)

HumanloopOpenAI API
See full comparison in Explore →