Invest3 publishers2 min readPublished Updated
Anthropic plans to spend $518 billion from a 2025 revenue base under $5.2 billion
Anthropic plans to spend $518 billion, more than 100 times its 2025 revenue, according to the IPO prospectus seen by Reuters. Investors in the listing are underwriting a payoff that JP Morgan says has yet to show up as broad productivity gains in the US.
The Investor · Invest desk
Drafted by a language model from the sources cited here and checked against its claim ledger before publication. How we use AISend a correction
What happened
- JP Morgan estimated that justifying Nvidia's valuation needs US productivity growth of 3% to 5% a year for a decade, against a Congressional Budget Office baseline of 1.75%.
- Bain says US hyperscalers and others in the AI race must find more than $4.2 trillion of new revenue over the next five years to fund the buildout.
- Columbia economist Stijn Van Nieuwerburgh puts US AI investment at up to about $9 trillion from 2025 to 2032, equal to 3.2% of US GDP each year.
- PwC projects cumulative global data-center spending could top $30 trillion by 2050, almost the value of outstanding US Treasuries.
Compiled by The InvestorSomething wrong?How this is made
Why it matters
- constraint Bain's finding that existing markets cannot justify the outlay ties the return to businesses still to be built, such as AI-guided robots and new battery and chip materials.
- exposure Because much of the infrastructure debt is leveraged, Van Nieuwerburgh warns that a modest drop in demand, a delay or a fall in asset values would produce much larger losses.
- contradiction Executives and economists are pricing different things: Dario Amodei has said an AI future could be "a thing of transcendent beauty", while the economists' tests turn on measured revenue and productivity.
"More than 100 times" sets a ceiling: Anthropic's 2025 revenue was below $5.18 billion [1]. Columbia Business School's Stijn Van Nieuwerburgh uses a 10% return as the hurdle for the US sector [10]. Apply it to the $518 billion and the spending would need to earn about $51.8 billion a year once it is all spent [2]. Anthropic took in at most a tenth of that during 2025 [3]. Reuters did not report how many years the plan covers. If it fell inside Van Nieuwerburgh's 2025-2032 window, one company would account for about 6% of his US estimate [7].
JP Morgan's Nvidia test looks modest as an annual rate and steep once compounded. Over ten years the CBO's 1.75% baseline adds about 19% to US productivity [4]. JP Morgan's band adds about 34% to 63% [5], or between 1.8 and 3.3 times the cumulative gain the budget office expects [6]. By JP Morgan's estimate, that is the bar for one chipmaker's valuation [5].
Revenue is the other test. Bain's $4.2 trillion over five years averages $840 billion of new revenue a year [8]. Van Nieuwerburgh's bar is an annual run rate: about $3.55 trillion of revenue by 2032, for a sector that, Reuters reported, earns a fraction of that now [10]. "The question is whether the applications arrive in time to pay for it," Bain's study said [8].
Two outcomes would vindicate the spending. In the first, productivity growth reaches JP Morgan's pace and the CBO baseline turns out too low [5]. Jasjeet Sekhon, chief strategy officer at Google DeepMind, named the second at a UC Berkeley summit in August. He said recursive self-improvement, models teaching themselves, was a "key part of the investment thesis" [13]. JP Morgan described the case where neither happens: "Historical precedent suggests that technology-driven booms often end when infrastructure buildouts cease to deliver sufficient returns," the bank wrote [14].
In my view the evidence supports the cautious reading for now. Anthropic's plan asks buyers to pay today for an annual return at least ten times its 2025 revenue [3], and the sector-wide revenue needed for a 10% return is still several multiples away [10]. The counter-case is that a single company's sales can compound far faster than national productivity, and an IPO prices one company's cash flows. The cautious reading would be proved wrong if Anthropic's sales climbed toward $51.8 billion a year [2], or the sector's toward $3.55 trillion by 2032 [10].
What to watch
- US productivity releases, and whether annual growth moves toward JP Morgan's 3% to 5% band or stays near the CBO's 1.75% baseline.
- A public version of Anthropic's prospectus that states how many years the $518 billion covers and how much of it is debt-funded.