Total cost of AI ownership

What is your AI strategy actually costing you?

Model the full economics of your AI stack — infrastructure, inference, and scale.

Trusted by industry leaders and developers worldwide

Own your AI at every stage of the value chain.

Exceptional cost‑per‑token efficiency

Cohere leads in model efficiency against similar‑sized models.

Fewer tokens needed

Advanced architecture routes generation through only active parameters.

Process more, with fewer tokens

Models like Command A+ offer 256k context length — twice most competitors — to minimize costly document chunking.

Cohere provides a full-stack AI solution, priced, and run on your terms — with flexible deployment strategies.

Run the model where your data already lives — priced by infrastructure you provision.
Identity and audits on your terms — no premium for governance bolted on after the fact.
Coordinate multi‑step reasoning, tool calls, and handoffs in one place.
Send each request to the right-priced model — first-party, open-weights, or your own.
Provisioning, scaling, and data flows owned as a system.
Your data and the compute under it, in your preferred deployment environment.

Cohere protects you from vendor lock‑in, so you can stay flexible — while staying ahead of costs.

Protect your IP

Maintain ownership of your proprietary data while leveraging enterprise‑grade models with North.

Own your AI

Insulate your enterprise from shifting AI governance policies.

Future‑proof cost forecasts

Eliminate unpredictable per‑token API costs and gain predictable infrastructure expenses that improve margins over time.

Stay agile

Adapt to evolving regulatory landscapes and business requirements without being constrained by vendors.

Run our AI anywhere with deployment options tailored to your unique infrastructure, security, and performance needs.

Private: Run our models on-premises or within an isolated virtual private cloud (VPC) environment
Model Vault: Deploy through Model Vault for a dedicated, fully managed SaaS inference platform
Public / Hybrid cloud: Integrate private infrastructure with public cloud resources
SaaS: Deploy through our fully managed SaaS platform to scale securely without the cost and complexity of managing your own infrastructure

Connect with an expert to see how a full-stack, on-your-terms platform lowers your total cost of ownership.