$NVIDIA(NVDA)$ Nvidia's new Rubin architecture is set to roll out later this year, with several improvements over the already impressive Blackwell. Rubin chips are said to run inference at a tenth of the cost and train models at a quarter of the cost. These are significant benefits that should command a premium over prior generations, helping Nvidia sustain its strong revenue growth.
Moreover, the AI build-out is far from over. Nvidia estimates that by 2030, global data center capital expenditures will reach $3 trillion to $4 trillion annually. That might sound far-fetched, but Nvidia itself projects the major AI hyperscalers will spend $1 trillion in 2027. If both projections pan out and Nvidia maintains its market share, the returns on its stock could be phenomenal, easily outpacing the market.

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