◆ Gentoo Logic · Modeling Warehouse

Architecture comparison

AI21 Labs vs Cohere

AI21 Labs runs closer to the foundational model (Native (own / self-hosted weights)) than Cohere (Native (own / self-hosted weights)). Shared foundation: proprietary / self-built models (highlighted).

AI21 Labs

AI/LLM

Proximity
Native (own / self-hosted weights)
Models
proprietary / self-built models
Cloud · datastore
Multi-Cloud
Compliance
—
Architecture

AI21 Labs develops and serves its own Jamba family of LLMs and related services via its AI21 Studio API and private deployments, while also distributing Jamba models through third‑party clouds such as Azure and upcoming NVIDIA APIs.[5][6][7] Public materials describe deployment options across public cloud and private/on‑prem environments but do not reveal a full production stack beyond this high‑level multi‑cloud posture.[3][5][6]

Cohere

AI/LLM

Proximity
Native (own / self-hosted weights)
Models
proprietary / self-built models
Cloud · datastore
Multi-Cloudobject storagevector store
Compliance
SOC 2GDPR
Architecture

Enterprise-focused LLM lab training its own Command/Embed/Rerank models, served across clouds (Google Cloud, Oracle, AWS) and deployable in-VPC for data-sensitive customers. North platform targets RAG.

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