Nvidia’s Hugging Face Deal Is a Hedge against Broadcom’s Custom Silicon Threat

Nvidia Corporation (NASDAQ: NVDA) has agreed to acquire Hugging Face for $12.9 billion, or $12.930 billion, extending its reach into the AI software stack. The transaction is viewed as strategic insurance against Broadcom’s custom-silicon threat. Broadcom has forecast doubling AI revenue to roughly $230 billion in fiscal 2028. Although Alphabet’s Google expanded its deal with Marvell, increasing competition in Google’s TPU programs, Broadcom is gaining business from OpenAI and Anthropic. Macquarie expects Broadcom’s Google chip share to decline from approximately 95% to 65% within two years. Needham analyst Rajvindra Gill reiterated a Buy rating on Nvidia on September 4 and assigned a $300 price target. Reuters BreakingViews described the Hugging Face transaction as strategic insurance. Hugging Face serves more than 18 million developers, researchers and creators and hosts over 3 million models, 500,000 datasets and 1 million applications. Its open-source platform provides access to open-source and open-weight models, allowing users to avoid building and training them from scratch. Nvidia gains a developer touchpoint regardless of which chip trains or serves a model. However, customers retain incentives to reduce reliance on Nvidia’s expensive GPUs. Custom-silicon development remains concentrated among major technology companies because of its costs, specialized engineering talent and scale requirements. CEO Jensen Huang has committed to hardware neutrality. Hugging Face will remain open to AMD and other rivals, and Nvidia Compute will not be required to build or deploy through the platform. That openness limits Nvidia’s ability to force hardware demand, even as the acquisition strengthens its ecosystem position. Insider Monkey reported that 170 hedge funds held Broadcom at the end of the second quarter, down from 173, while 285 held Nvidia, up from 275. Fisher Asset Management owned about 90.94 million Nvidia shares, up roughly 3%, and increased its Broadcom holding by the same percentage to approximately 15.13 million shares. Investors are assessing whether AI adoption settles on custom chips, GPUs or a durable mix. Nvidia is betting that laboratories using custom silicon still need its software layer, while Broadcom is pursuing OpenAI and Anthropic.