Google moves billions in Anthropic chip risk off its balance sheet
Google created a complex off-balance-sheet financing structure with Broadcom, Morgan Stanley, Apollo, and Blackstone to provide Anthropic with $35 billion worth of TPU hardware, keeping the liability largely off Google's books A special-purpose vehicle (Compute SPV) purchases the chips with outside investor capital while Broadcom acts as a $30 billion guarantor, and Anthropic leases the hardware rather than owning it Google is simultaneously securing data center power by partnering with crypto m
Analysis
TL;DR
- Google created a complex off-balance-sheet financing structure with Broadcom, Morgan Stanley, Apollo, and Blackstone to provide Anthropic with $35 billion worth of TPU hardware, keeping the liability largely off Google's books
- A special-purpose vehicle (Compute SPV) purchases the chips with outside investor capital while Broadcom acts as a $30 billion guarantor, and Anthropic leases the hardware rather than owning it
- Google is simultaneously securing data center power by partnering with crypto mining companies like TeraWulf, Cipher Digital, and Hut 8, backing ten projects totaling 2.4 gigawatts of capacity
- Google's financial backing gives its ecosystem a structural cost advantage, with data center projects borrowing at 7.1% versus 9.3% for Nvidia-dependent neocloud operators
- The entire $200 billion contract structure hinges on Anthropic's revenue growing 20 to 30 times by 2029, creating significant concentration risk if growth stalls
Why It Matters
This deal represents one of the largest infrastructure financing programs in history and reveals how cloud providers are structuring increasingly complex financial arrangements to secure AI compute capacity without destabilizing their balance sheets. For AI practitioners and investors, it highlights the growing dependency of major tech companies on a small number of AI startups and the systemic risks embedded in these multi-billion-dollar commitments.
Technical Details
- Google's Tensor Processing Units (TPUs), developed with Broadcom since 2016, are sold in "Pods" — server racks connecting thousands of TPUs into a single computing system, directly challenging Nvidia's AI processor dominance
- The Compute SPV structure purchases approximately one gigawatt of TPU hardware (roughly one million TPUs) for $35 billion, with an additional April agreement covering 3.5 gigawatts of TPU hardware for Anthropic
- Google's total TPU purchase commitments through 2028 reach $128 billion according to Broadcom's financial filings, nearly all tied to this arrangement
- Google guarantees data center construction for crypto miners, including a $3.2 billion construction bond for TeraWulf's 360-megawatt New York facility, in exchange for an ownership stake
- Anthropic has committed to spending approximately $200 billion on Google Cloud over five years in exchange for five gigawatts of server capacity, representing over 40% of Google's committed future cloud revenue
Industry Insight
- The off-balance-sheet financing model is likely to become standard practice as AI infrastructure costs escalate, but it creates hidden systemic risk — Google could face up to $44 billion in obligations while recording only $815 million on its books
- Google's dual role as both Anthropic investor and TPU supplier creates a conflicted position that could disadvantage competing AI labs, while the 2.2 percentage point interest rate advantage over Nvidia-dependent competitors may accelerate market consolidation around Google's ecosystem
- The $200 billion in contracts depending on Anthropic achieving 20-30x revenue growth by 2029 represents an enormous bet on a single startup; if growth slows, the entire financing structure — spanning chip purchases, data center construction, and cloud revenue — could unravel with cascading effects across Google, Broadcom, Morgan Stanley, Apollo, Blackstone, and crypto mining partners
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