Anthropic

Anthropic operates an AI infrastructure and platform business that creates value by training and hosting large language models and making them accessible through web interfaces and APIs. It packages these models into a family of variants optimised for different cost–capability trade-offs and use cases, including general text, reasoning, and programming assistance. The company layers console, experimentation, and coding tools on top of the core models to make them easier for organisations to adopt in applications and workflows.

Revenue is generated by charging for access to these models and tools rather than licensing the models for on-premise deployment. Organisations and developers integrate the models via a cloud API, paying based on metered token usage drawn from prepaid credits, while individual users can pay a monthly fee for higher-capacity usage within the hosted chat interface. Enterprise deals may include negotiated pricing and usage commitments, but are still fundamentally tied to consumption of hosted model capacity.

Anthropic is a US-based public benefit corporation that develops and commercialises large language models and related tooling. Its core offerings include hosted chat access, a paid individual tier, and a metered API that exposes multiple model variants for text, coding, and workflow automation. The company positions its models as drop-in components for developers and enterprises building assistants, agents, and other AI-powered applications, with a stated emphasis on safety controls.

Anthropic generates revenue primarily from usage-based access to its models and subscription plans for higher-capacity end-user access. Paying customers include software developers, product and ML teams, and organisations integrating its models into products or internal workflows, as well as individual power users who subscribe to a higher-usage plan. It also invests in developer infrastructure and agent capabilities through acquisitions such as an AI agent startup and a JavaScript runtime toolchain.