• Nvidia (NasdaqGS: NVDA) agreed to acquire Hugging Face in a US$12.9b deal to expand its AI and cloud software footprint.
• The planned acquisition would bring a major open source AI model platform directly into Nvidia's ecosystem of chips, tools and services.
• Nvidia is also in advanced talks to invest in Perplexity, valuing the AI search and agent company at more than US$30b.
• These moves highlight Nvidia's push beyond hardware into AI inference, developer platforms and end user applications.

Nvidia is far from the only company tied to the build out of AI infrastructure, so it can be useful to look across a wider set of stocks exposed to this theme through 55 AI infrastructure stocks.

Nvidia operates as a data center scale AI infrastructure company, supplying chips, software and tools that power AI workloads for customers across the US, Taiwan, China, Hong Kong, Europe and other regions. By bringing Hugging Face and Perplexity closer to its platform, the company ties those infrastructure offerings more tightly to widely used AI models and applications.

What Nvidia’s Hugging Face and Perplexity moves signal about its AI infrastructure Narrative

For Nvidia, pulling Hugging Face into its stack and deepening ties with Perplexity leans directly into the Narrative catalyst that it is building a full stack AI infrastructure platform, not just selling GPUs. Owning a major open source model hub and investing in a high profile AI agent and search company tightens the link between Nvidia’s compute, networking and software ecosystems and the inference and application layers analysts focus on. At the same time, these deals also brush against a key Narrative risk around escalating costs and data center constraints, since every step closer to end user applications increases Nvidia’s exposure to the economics of running AI factories profitably at scale.

If we take a look at the community Narrative for NVIDIA, we can see how this news fits into the bigger investment story.

The clearest test of this read will be whether Nvidia starts to disclose more granular revenue or usage contributions tied to Hugging Face and Perplexity across its data center and software lines over the next few earnings periods, showing these deals are driving sustained platform pull rather than just adding another set of capital commitments.

For the full picture including more risks and rewards, check out the complete NVIDIA analysis.

This article by Simply Wall St is general in nature. We provide commentary based on historical data and analyst forecasts only using an unbiased methodology and our articles are not intended to be financial advice. It does not constitute a recommendation to buy or sell any stock, and does not take account of your objectives, or your financial situation. We aim to bring you long-term focused analysis driven by fundamental data. Note that our analysis may not factor in the latest price-sensitive company announcements or qualitative material. Simply Wall St has no position in any stocks mentioned.