Posts Tagged "serving"

The token gap

Last October, ten billion lifetime tokens earned developers a public tribute at OpenAI DevDay. This June, one Umans AI user ran nearly eleven billion tokens in a single day. What that says about token demand, compute supply, and the serving efficiency that has to close the gap between them.

Tokenomics, behind the scenes

Put the exact same model on GPUs and its token production cost can vary by multiples depending on how you serve it. A walk through the economics of a token: the frontier, the dollars it turns into, the levers that move it, and the claim our measurements let us make.