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October 9, 2026
SpaceX’s $40 Billion GPU Bet Tests Wall Street’s AI Nerve
SpaceX’s proposed GPU-financing push crystallizes the AI boom’s central divide: advocates see scarce computing power that can be rented for rapid returns, while wary investors see another enormous debt wager resting on technology whose value must endure.
SpaceX’s latest AI expansion plan is not a conventional capital raise. It is a test of whether debt investors still believe the hunger for computing power can justify ever-larger borrowing.
Mid-June: Less than two weeks after its record IPO, SpaceX raised $25 billion in bonds across several maturities, drawing strong demand from fixed-income investors. The company was already building an AI-compute business alongside its rocket and Starlink operations, with deals involving Google, Anthropic, Reflection AI and Cursor, which it later acquired.1
September 24: Elon Musk said SpaceX’s Colossus data center in Memphis was operating 230,000 Nvidia AI chips, while Colossus 2 had 550,000. He projected a combined 1.21 million chips by late December, qualifying the target with: “If we get lucky.”1
Now: Apollo Global Management and several banks are discussing a roughly $40 billion financing package for more Nvidia GPUs, according to people familiar with the talks. The structure could include about $30 billion in investment-grade debt and $10 billion in bank loans, with the GPUs themselves likely serving as collateral.1
The case for the deal rests on scarcity: credit-market participants expect high-performing GPUs to retain value for roughly seven years, while compute shortages persist. But the timing is uneasy. AI-related bonds have sold off, credit spreads have widened, and investors are demanding higher yields. SpaceX already reported nearly $40 billion in debt, while its long-dated bonds have traded around 85 cents on the dollar, at yields compared with junk-rated debt.2
Bulls argue the spending cycle is rational rather than reckless. Jim Cramer framed the thesis bluntly: “The more Nvidia [that SpaceX] buys, the more money it makes.” He said Musk was following the model of buying Nvidia compute and lending it out for profit.3
That is the wager facing SpaceX: turn GPUs into fast-growing rental revenue before a market growing more selective decides the AI buildout has borrowed too much.