Nvidia Considers Backing Nscale's $45B Data Center Bet With Debt Guarantee
Key takeaways
- Nvidia negotiates residual value guarantee to back Nscale's West Virginia data center construction financing
- Anthropic signed $44.6 billion contract for first building; discussions ongoing for second $45 billion deal
- Nscale targets $35 billion IPO valuation while deploying only 25,000 of 500,000 planned advanced chips
Nvidia is negotiating a residual value guarantee to back debt financing for Nscale's West Virginia data center campus, according to The Information and Bloomberg. Under this arrangement, Nvidia would co-sign construction loans and assume temporary control of the facility if Nscale defaults, helping secure a new tenant or buyer. Anthropic has already signed a $44.6 billion contract for the first 460-megawatt building alone, expected to run Nvidia's next-generation Vera Rubin chips. This marks a departure for Nvidia's typical support, which has previously covered chip purchases and leases rather than construction costs. The deal reflects mounting pressure on data center operators as investor skepticism about billion-dollar buildout timelines grows. Nscale is pursuing a public offering at a $35 billion valuation while facing execution challenges—the company deployed only 25,000 advanced AI chips by August, far below its 500,000-unit deployment target.
The bigger picture
Nvidia's willingness to guarantee construction debt reveals how dependent neoclouds have become on chipmaker backing to survive investor scrutiny. CoreWeave, Nebius, and IREN shares each fell over 30% in October as the sector faced a confidence crisis. By securing Anthropic—one of the largest AI compute buyers—Nvidia keeps a major customer locked into its ecosystem while hedging against Nscale's operational stumbles, including project delays and environmental issues in West Virginia. This dynamic favors established players with deep balance sheets over underfunded competitors.
We're watching this because it's a watershed moment in how AI infrastructure actually gets financed. Nvidia isn't just selling chips anymore—it's essentially underwriting the entire buildout. That's a power play with real implications for who controls the AI compute layer going forward.
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