Nvidia Eyes Hugging Face at Nearly $13B — Twice the Mellanox Deal That Built a $31B Business

The Quick Take

• Nvidia's proposed acquisition of AI platform Hugging Face would cost nearly twice the $7 billion it paid for Mellanox in 2020, its largest completed deal
• Mellanox has since grown into a $31 billion business line for Nvidia, establishing a precedent for transformative returns on major Nvidia acquisitions
• The Hugging Face deal, running at more than $150 million in annual revenue, would position Nvidia at the center of the AI model-sharing and deployment ecosystem

Nvidia's contemplated acquisition of Hugging Face at a valuation nearly double its 2020 Mellanox purchase reflects both the appreciation of AI platform assets and Nvidia's strategic objective to own the full stack from silicon to model deployment infrastructure. The Mellanox precedent is highly relevant: acquired for $7 billion, the networking business now anchors a $31 billion revenue line that has become central to Nvidia's data center dominance. Hugging Face, as the dominant open-source AI model repository and deployment platform with more than 150 million in annual revenue, represents a similar strategic layer—the aggregation point where AI models are shared, fine-tuned, and increasingly deployed at scale.

The strategic logic for Nvidia is compelling on several dimensions. Owning Hugging Face would create a platform lock-in effect for AI developers who build on Hugging Face's model hub—making Nvidia hardware the preferred compute for the models they serve. It would also position Nvidia as a neutral meeting ground for AI model developers, competing with Microsoft's GitHub and Google's Vertex AI infrastructure as the preferred home for open-weight model distribution. The deal's valuation—implied at roughly $13 billion given the Mellanox comparison—would represent Nvidia paying a significant premium for a platform generating $150 million in revenue, justified by the strategic optionality of owning the AI developer ecosystem's infrastructure layer.

Investors should monitor whether Nvidia and Hugging Face officially confirm deal discussions and any disclosed transaction structure, as well as potential antitrust regulatory responses given Nvidia's dominant position in AI compute. The EU and US antitrust authorities have signalled heightened scrutiny of Big Tech acquisitions in the AI sector. Hugging Face's revenue growth trajectory—the $150 million annualised run rate cited in reports—and whether Nvidia can accelerate this through platform integration are the fundamental value creation metrics investors will use to assess deal ROI against the Mellanox benchmark.

Synthesized from 2 sources.