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AI model APIs

These are providers and inference APIs, not individual model versions. Compare supported models, input and output types, data policies and deployment options in each provider’s documentation.

Editorial selection · Summaries reviewed · Our methodology

Choose your building blocks

Anthropic logoAI models

Anthropic

Build assistants that reason, write code, and use tools with the Claude API.

Language modelsTool use
Documentation ↗Source reviewed
Cohere logoAI models

Cohere

Build enterprise AI with language models, embeddings, and reranking for retrieval workflows.

EmbeddingsReranking
Documentation ↗Source reviewed
Groq logoAI models

Groq

Run supported language and audio models through Groq’s inference API.

InferenceAudio
Documentation ↗Source reviewed
OpenAI logoAI models

OpenAI

Build applications with language, image and audio models through the OpenAI API.

Language modelsMultimodal
Documentation ↗Source reviewed
Mistral AI logoAI models

Mistral AI

Access Mistral models through an API for text generation and AI application development.

Language modelsInference
Documentation ↗Source reviewed
DeepSeek logoAI models

DeepSeek

Integrate DeepSeek models through its chat completion API.

Language modelsChat completions
Documentation ↗Source reviewed
Together AI logoAI models

Together AI

Run supported open models through hosted inference APIs and dedicated endpoints.

Open modelsInference
Documentation ↗Source reviewed
Cerebras logoAI models

Cerebras

Access supported language models through the Cerebras inference API.

Language modelsInference
Documentation ↗Source reviewed
Replicate logoAI models

Replicate

Run machine-learning models through an API, including models for images, video and language.

MultimodalInference
Documentation ↗Source reviewed

What to evaluate

  • Evaluate models on representative tasks from your application.
  • Check the current model catalog and API capabilities before integrating.
  • Review data retention, regional availability and usage costs with each provider.

Provider documentation

Read the original sources for current capabilities, setup requirements, and usage terms. These selections are starting points, not a performance ranking.

ProviderUse casePrimary source
AnthropicLanguage models, Tool useAnthropic documentation ↗
CohereEmbeddings, RerankingCohere documentation ↗
GroqInference, AudioGroq documentation ↗
OpenAILanguage models, MultimodalOpenAI documentation ↗
Google GeminiLanguage models, MultimodalGoogle Gemini documentation ↗
Mistral AILanguage models, InferenceMistral AI documentation ↗
DeepSeekLanguage models, Chat completionsDeepSeek documentation ↗
Grok API (xAI)Language models, InferenceGrok API (xAI) documentation ↗
Together AIOpen models, InferenceTogether AI documentation ↗
Fireworks AIOpen models, InferenceFireworks AI documentation ↗
CerebrasLanguage models, InferenceCerebras documentation ↗
ReplicateMultimodal, InferenceReplicate documentation ↗

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Curated starting points