Neoclouds Are Running Into Trouble With Lenders. Elon Musk Says Most Won't Make It
Renting out Nvidia chips has become a lucrative business as companies scramble for AI computing power. But building the data centers to house those chips costs a fortune, and many operators have borrowed heavily to get started. With lenders growing nervous about getting their money back, Elon Musk thinks a large part of the industry could be headed for trouble.
Why lenders are pulling back
Musk warned on October 25 that debt markets have largely stopped lending to companies without meaningful revenue outside AI data centers. He expects many of the more than 200 neocloud operators to fail or merge with competitors.
Neoclouds provide computing capacity to businesses that would rather rent access to powerful chips than build their own infrastructure. The problem is that operators must spend heavily on equipment, facilities, and electricity before they can collect much revenue.
That leaves them dependent on lenders to finance expansion, and investors are becoming less willing to take the risk.
CoreWeave offers a good example. Bonds the company issued in June with a 9.675% yield fell sharply in value, pushing yields to 15% by mid-October. Higher yields mean investors are demanding greater compensation for lending to the company.
The cost of insuring CoreWeave's debt against default has also risen above 11%, suggesting growing concern about its ability to meet future obligations.
That matters because delayed financing can leave data centers unfinished. Without working facilities, operators can't generate the rental income needed to repay their loans, potentially forcing weaker companies into a merger or sale.
Capital Scale Determines AI Infrastructure Access
Selected AI infrastructure financing and commitment figures (USD Billions), October 2026
Bar chart. USD Billions. Meta (Capex Floor): Amount ($B) $135. SpaceX (GPU Debt): Amount ($B) $40. Nebius (Customer Commitments): Amount ($B) $40. Nebius (Senior Facility): Amount ($B) $3.5.
Bigger operators still have options
Not every neocloud is struggling to find financing. Companies with established customers and substantial contracts are still attracting lenders.
Nebius, for example, secured a $3.5B financing facility from Citi on October 22. The agreement gives the company additional funds to expand its computing infrastructure, backed by the strength of its existing customer relationships.
Nebius has more than $40B in long-term customer commitments, which makes lenders more comfortable providing financing backed by those contracts.
CoreWeave is also exploring ways to reduce its reliance on traditional borrowing. UBS analyst Karl Keirstead believes the company can raise money through private credit, financing from equipment suppliers, and additional share sales.
He maintained his Buy rating, arguing that the company's underlying business hasn't deteriorated as much as its borrowing costs suggest. CoreWeave also says its contracted revenue backlog should be sufficient to cover its existing debt obligations without needing new customers.
Both CoreWeave and Nebius have attracted investment from Nvidia, although Nvidia CEO Jensen Huang has made clear that the chipmaker isn't responsible for guaranteeing CoreWeave's debts.
Musk's own company has an advantage that many neoclouds lack. SpaceX recently secured $40B in financing for chip purchases, supported by its investment-grade credit standing and revenue from established businesses such as Starlink and rocket launches.
SpaceX's quarterly revenue rose 161% from a year earlier to $14.58B, giving lenders income sources beyond its growing AI operations.
AI now makes up about half of SpaceX revenue
Quarterly revenue split for the three months ended September 30, 2026
Pie chart. AI Revenue: Revenue ($B) $7.6. Other Revenue: Revenue ($B) $7.
$14.58B
Customers still want the computing power
Despite the financing problems, companies renting out AI infrastructure insist customer demand remains strong.
IREN co-CEO Daniel Roberts says prospective customers are discussing requirements for next year that exceed the capacity his company expects to bring online.
Nebius executives have made similar comments, with chief revenue officer Marc Boroditsky suggesting the company could sell out its planned 2027 capacity if construction stays on schedule.
Nvidia's Huang also described demand for neocloud services as exceptionally strong during an event in Berlin. In his view, operators are struggling to fund new facilities rather than find customers willing to use them.
But not everyone expects that demand to justify the industry's expansion plans.
Social Capital founder Chamath Palihapitiya believes 2027 could bring more unused computing capacity than investors currently anticipate. Gartner has gone further, forecasting that 80% of neocloud companies could close or be acquired by 2030.
The concern is that operators are building infrastructure based on expectations of future demand. If customers need less capacity than anticipated, companies could be left paying for expensive equipment that generates little revenue.
What investors should watch
The divide between larger operators and smaller competitors is becoming more important as financing conditions tighten.
CoreWeave and Nebius have substantial customer contracts, backing from Nvidia, and demonstrated access to financing. Those advantages could help them continue expanding while competitors struggle to fund construction.
Smaller neoclouds may face a more difficult situation. Even if their facilities attract customers, they still need enough capital to complete projects and cover borrowing costs before rental revenue starts arriving.
Investors should pay particular attention to how much debt companies must refinance, whether their customers have committed to long-term contracts, and how quickly new data centers can begin generating revenue.
UBS expects it could take several quarters for confidence in the industry to recover. The pressure is already affecting related businesses, with SK Hynix abandoning plans to list its Solidigm storage unit because of market conditions.
There's also some context worth keeping in mind when considering Musk's warning. SpaceX sells computing capacity itself, making it a competitor to the neocloud operators he's criticizing. Musk has also said the company has no plans to acquire any of them.
Demand for AI computing hasn't disappeared, but access to financing is becoming a much bigger factor in determining which companies can meet it. For investors, securing customers is only part of the equation. Operators also need enough money to finish building what they've promised.
