AWS Margin Growth Is Not an Accident
The Bedrock Deal Structure Is the Key
Most coverage of Claude’s success focuses on user growth and revenue milestones. However, the more consequential story for investors lies in how the AWS-Anthropic commercial structure actually works. According to Semianalysis, Anthropic acts as the seller of record when Claude tokens move through Amazon Bedrock. AWS, therefore, earns both an infrastructure fee and a distribution revenue share for every token sold.
This arrangement functions like a high-margin royalty stream layered on top of AWS’s existing compute revenue. In other words, AWS gets paid twice, once for the compute and once for the distribution, without absorbing the model development cost. That asymmetry creates an advantage few AI distribution arrangements in tech history can match.
Claude’s Revenue Growth Is Feeding That Engine
The volume flowing through this structure is now substantial. Anthropic’s run-rate revenue surpassed $30 billion as of…
