◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Fireworks AI vs Together AI

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

Fireworks AI

AI Infra

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

Fast inference for open models on its own serving stack.

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.

← Full orbit map · Score your own stack →