Nvidia positioned for $300 billion upside from meta artificial intelligence buildout

Meta is planning a massive new data center footprint for artificial intelligence workloads, and Nvidia could capture an estimated $300 billion in revenue from the buildout if projections hold. The scale highlights how big tech’s artificial intelligence race is reshaping energy use, infrastructure, and investor expectations.

Meta Platforms is planning a large-scale data infrastructure expansion centered on a new one-gigawatt data center called Prometheus, with plans to add up to five gigawatts of more capacity over time to support artificial intelligence workloads. The planned footprint was compared directly with the energy consumption of major United States cities such as Los Angeles and New York, underscoring how artificial intelligence training and inference are driving a new class of hyperscale facilities. The move signals a strategic shift in how leading technology companies treat computing power and energy as core resources for future products and services built on artificial intelligence.

Nvidia chief executive Jensen Huang has estimated that each gigawatt of data center capacity could generate $50 billion in revenue, and that estimate implies that Meta’s data center plans alone could represent a $300 billion market opportunity for Nvidia. Podcast host Eric Bleeker emphasized that such a windfall would make Nvidia a primary financial beneficiary of Mark Zuckerberg’s decision to go all in on artificial intelligence infrastructure. The discussion framed Meta’s spending as part of a broader wave of investment into graphics processing units and related hardware, which is being justified by expectations for rapid progress in artificial intelligence capabilities over the next several years.

Mark Zuckerberg has articulated a belief that artificial superintelligence could be achieved within the next few years, and that possibility is driving Meta’s aggressive posture on data centers and compute. The hosts noted that if those breakthroughs materialize, they could transform multiple sectors of the global economy, but they also warned that if the advances fall short of expectations, companies making such large capital commitments may face serious financial consequences. As governments increasingly treat computing capacity as a national security priority, the conversation concluded that Meta’s strategy, Nvidia’s projected $300 billion opportunity, and similar bets across the industry are not just corporate gambles but factors that could reshape economic dynamics and energy demand worldwide.

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