Why it matters

Together AI competes with hyperscalers. Understanding shapes options.

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The architecture

OpenAI-compatible API.

Wide open model catalog.

Fine-tuning + serverless + dedicated.

Together AI stackOpen modelsLlama + Mixtral + DeepSeek + moreOpenAI-compatibleunified APIFine-tune + serverlessflexible pricingtogether.ai; open-model focus; serverless + dedicated endpoints
Together AI.
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How it works end to end

Serverless: per-token.

Dedicated endpoints.

Fine-tune + host.

Enterprise contracts.