Anthropic Leverages $200 Billion Financing Structure Backed By Google And Broadcom

• Anthropic secured a massive $200 billion computing power deal structured through a multi-layered financing ecosystem to minimize direct capital outlay.
• Wall Street debt funds chip purchases via Special Purpose Vehicles, while Google and Broadcom provide critical guarantees for data center leases and chip residual values.
• Broadcom's Q4 revenue forecast missed estimates, signaling that intensifying competition from rivals like Marvell is tempering growth in the custom AI chip sector.
• J.P. Morgan analysts argue that market concerns over Google diversifying its supplier base are exaggerated, as Broadcom remains the principal TPU partner.
• The financing arrangement effectively splits the multi-hundred-billion-dollar order into layers of financing, with investors bearing specific risks while hyperscalers underwrite infrastructure.

Anthropic has arranged a $200 billion financing package to support its custom Trained Processing Unit (TPU) compute power needs. The deal is structured through Special Purpose Vehicles (SPVs), a method often used to isolate financial risk while securing large-scale capital . According to the Financial Times, approximately 80% of this ecosystem is tied to TPU chips. Instead of funding the entire purchase, Anthropic relies on Wall Street to provide debt financing for chip acquisition . Investment firms such as Apollo and Blackstone provide debt to this SPV, which then leases approximately 1 million TPU chips to Anthropic .

The first batch, valued at roughly $35 billion and comprising 1GW of capacity, is sold by Google to Broadcom before being transferred to the SPV . Risk mitigation is a central component of this structure . Broadcom provides residual value support for about $30 billion of the chips . In the event of Anthropic's default, if proceeds from selling the chips are insufficient to repay senior creditors, Broadcom covers the shortfall . This arrangement highlights the deepening integration between AI model developers and the underlying hardware and infrastructure providers .

On the infrastructure side, Google underwrites Anthropic's data center leases . This allows developers to borrow construction funds using Google's credit rating . Google has supported 10 projects totaling 2.4GW, with a maximum potential exposure of around $440 billion . This arrangement effectively splits the multi-hundred-billion-dollar order into layers of financing and guarantees . Wall Street funds chips, Anthropic pays rent, Broadcom guarantees chip values, and Google backs data center leases .

How Is Broadcom Handling Custom Chip Competition?

Broadcom Inc. forecast fourth-quarter revenue of approximately $34.8 billion, falling short of the average analyst estimate of $35.03 billion. Despite this miss, the company reported strong AI chip sales of $21.7 billion, slightly exceeding the $21.33 billion consensus . However, the weaker overall revenue outlook has raised concerns that intensifying competition in the custom artificial intelligence chip market could slow growth momentum .

The company faces increasing pressure as major technology firms seek alternatives to Nvidia’s dominant AI processors . Marvell Technology recently secured a significant custom-chip agreement with Google, potentially generating up to $120 billion in revenue through fiscal 2033 . Additionally, Broadcom is working to expand manufacturing capacity and reduce supplier dependence, evidenced by a multi-year memorandum of understanding with Samsung Electronics signed in July .

In the third quarter, AI chip sales more than tripled to $16.7 billion, driving total revenue to $29.59 billion and adjusted earnings to $3.32 per share, beating estimates . Nevertheless, the Q4 guidance suggests that investors are increasingly focused on whether Broadcom can maintain its rapid growth trajectory as cloud providers diversify their custom-chip suppliers and competition from peers like MediaTek and Marvell intensifies . Shares fell more than 3% in extended trading following the report .

Is Google Reducing Its Reliance On Broadcom?

J.P. Morgan analyst Harlan Sur reaffirmed his Buy recommendation for Broadcom with a $580 price target ahead of the company's Q3 FY26 earnings report . Sur anticipates strong quarterly results driven by the early deployment of next-generation TPU v8i processors, sustained momentum in TPU v7 sales, and robust orders for Broadcom’s Tomahawk 5 switching technology .

Sur projects that FY26 AI-related revenue will exceed $56 billion, supported by aggressive second-half acceleration in TPU v8i shipments and healthy networking sales . He forecasts that these factors will drive significant revenue growth, with earnings per share expected to rise 90.5% year-over-year . Addressing recent market volatility, Sur dismissed concerns that Broadcom’s strategic position with Google is at risk .

He explained that Google’s recent collaboration with Marvell Technology represents a strategy to diversify its supplier base and bolster in-house chip development, rather than diminishing Broadcom’s role . A five-year partnership established in early April confirms Broadcom remains Google’s principal TPU collaborator . Sur also noted that investor anxiety regarding limited visibility into FY27 AI revenue projections may be overstated, as industry intelligence indicates Broadcom’s position remains secure .

This financing model underscores the critical role of hyperscaler guarantees and semiconductor partnerships in funding AI model development . By securing long-term lease guarantees and semiconductor backing, Anthropic mitigates the high capital expenditure risks associated with training advanced AI models . The involvement of major tech and semiconductor firms like Google and Broadcom signals their strategic investment in Anthropic's growth and the broader AI infrastructure ecosystem .