◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

Lightning AI vs Replicate

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

Lightning AI

AI Infra

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

Builds PyTorch Lightning + a studio to train/serve open models (Llama, etc.) on cloud GPUs.

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.

← Full orbit map · Score your own stack →