For years, the AI race has been defined by who could build the smartest model. Increasingly, however, the winners may be the companies that own the most computing power. Elon Musk‘s Space Exploration Technologies Corp. (NASDAQ:SPCX) has already begun turning AI infrastructure into a business of its own, and Meta Platforms, Inc. (NASDAQ:META) appears to be testing whether it can do the same.
SpaceX’s Compute Business
SpaceX’s latest AI venture isn’t another chatbot—it’s leasing the infrastructure that powers them.
The company has already signed high-profile compute agreements with AI startup Anthropic, including a deal reported to be worth about $1.25 billion a month, giving the Claude maker access to the full capacity of SpaceX’s Colossus data center.
The strategy reflects a broader shift in the AI economy. Instead of treating GPUs and data centers solely as internal assets, SpaceX is monetizing them by leasing capacity to outside customers. That effectively puts the company in competition not only with AI developers, but also with cloud and infrastructure providers that rent computing power.
Meta’s Next AI Opportunity
Meta could be following a similar path.
In July, the social media giant was in early talks to lease up to $10 billion worth of computing capacity to Anthropic over two years. While discussions remain preliminary and may not result in an agreement, such a deal would mark a significant step toward commercializing Meta’s AI infrastructure rather than reserving it exclusively for its own models.
The timing is notable. Meta is already planning one of the industry’s largest AI infrastructure expansions, with internal plans showing the company aims to deploy 14 gigawatts of computing capacity next year alongside its in-house AI chips.
That mirrors a trend emerging across the AI industry: companies with deep balance sheets are increasingly building massive infrastructure first and looking for ways to monetize excess capacity later.
What Investors Should Watch
The real story isn’t whether Meta can replicate SpaceX’s compute leasing business overnight. It’s whether AI infrastructure itself is becoming a standalone revenue stream.
Broadcom Inc’s (NASDAQ:AVGO) latest earnings underscore why this matters. While CEO Hock Tan reiterated confidence in long-term AI demand, he acknowledged that the pace at which chips are deployed into powered data centers remains a key consideration in the company’s forecasts. That suggests the industry’s constraint is shifting from demand for AI chips to the availability of powered infrastructure.
For investors, that could redefine where value is created. If AI labs continue signing multibillion-dollar compute contracts instead of building everything themselves, companies that own large-scale data centers, GPUs and power capacity may find themselves occupying one of the most profitable positions in the AI ecosystem—not just as builders of AI, but as the landlords powering it.
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