Cloud vendors and other large internet companies are spending billions of dollars a year on Nvidia's GPUs so they can build their own models and run AI workloads for customers. Broadcom's success with custom chips is setting up an AI spending showdown with Nvidia, as hyperscale cloud companies look to differentiate their products and services from their rivals.
Broadcom's chips aren't for everyone, as only a handful of companies can afford to design and build their own custom processors.
"You have to be a Google, you have to be a Meta, you have to be a Microsoft or an Oracle to be able to use those chips," Piper Sandler analyst Harsh Kumar told CNBC's "Squawk on the Street" on Dec. 13, a day after Broadcom's earnings. "These chips are not meant for everybody."