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235 tools · 33 stacks

AI tools are all over the place. This is the full landscape — 247 tools across 21 categories, mapped and connected. Ready to narrow it down? Build your stack →

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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?
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These tools competes with
Cohere API
vs
OpenAI API

Choose Cohere API when…

  • •Enterprise RAG or search is your primary use case
  • •You need embeddings and reranking in one provider
  • •Grounded enterprise search is the core feature you need

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
Field
Cohere API
OpenAI API
Category
LLM Infrastructure
LLM Infrastructure
Type
SaaS
SaaS
Free Tier
✓ Yes
✗ No
Plans
API: Per token
API: Per token
Stars
—
—
Health
—
—
Trajectory
— not enough data
— not enough data

Cohere API

API for Cohere's Command (generation) and Embed (embeddings) models. Strong focus on enterprise search, RAG, and classification use cases.

OpenAI API

API access to GPT-5, GPT-5.5, o3/o4 reasoning models, and the Responses API; plus embeddings, image, audio, and Realtime endpoints. The most widely deployed LLM API in production.

Cohere API Website ↗
OpenAI API Website ↗

Shared Connections (2)

LiteLLMMistral API

Only Cohere API (1)

OpenAI API

Only OpenAI API (36)

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