Google reports model APIs processing 32 billion tokens per minute

What happened.Alphabet reported quarterly earnings showing its first-party model APIs now process nearly 32 billion tokens per minute across production workloads.

Why it matters.Sustained multi-fold token growth demonstrates that enterprise generative inference has transitioned from experimental prototyping into persistent production traffic. Scaling dedicated tensor hardware allows hyperscalers to defend cloud computing margins while serving high-frequency developer requests without capacity bottlenecks.