◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Replicate vs Together AI

Replicate runs closer to the foundational model (Native (own / self-hosted weights)) than Together AI (Native (own / self-hosted weights)). Shared foundation: Meta · Llama (highlighted).

Replicate

AI Infra

Proximity
Native (own / self-hosted weights)
Models
Meta · Llama
Cloud · datastore
GCPobject
Compliance
SOC 2
Architecture

Runs open models as one-click APIs on its own GPU fleet.

Together AI

AI Infra

Proximity
Native (own / self-hosted weights)
Models
Meta · LlamaMistral
Cloud · datastore
Multi-Cloudobject
Compliance
SOC 2
Architecture

Serves open models (Llama, Mistral, etc.) on its own GPU cloud — the infrastructure to run Native.

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