The upcoming IPO process for Anthropic is pushing an already tense Wall Street toward a critical stress test, with investors noting that the AI giant's rush for public market access comes down to a brutal arithmetic problem: its scale has grown beyond what the private financing system can support.
As the AI arms race enters deeper waters, the hundreds of billions of dollars in spending commitments accumulated by leading firms are pushing the financial system's supply capacity to its limits, in an infrastructure boom comparable in scale to America's historic railway or interstate highway construction. With private borrowing costs soaring, tapping the vast liquidity of public markets has become the optimal solution to fund the next stage of AI competition.
From a financial perspective, the tension between massive compute commitments and surging revenue forms the fundamental driver of the listing. According to a prospectus disclosed on October 26, Anthropic's compute commitments over the coming years could reach $750 billion, including more than $600 billion in future infrastructure costs already incurred, with potential additional deals that could add another $150 billion. Data compiled by Woofun AI shows that in the first half of 2026, Anthropic's revenue surged to $16.3 billion, compared with $1.1 billion a year earlier; however, the net loss disclosed for the same period reached $80.7 billion, most of which was attributed to financing-related accounting charges. Such paper losses mask the underlying business reality, but the enormous capital expenditure needs force the company to seek deeper funding pools to support its exponentially growing infrastructure investment.
The contrast in financing difficulties further highlights the necessity of public markets. Although OpenAI's most recent funding round set a historical record, it took months to finalize more than $120 billion in capital and is difficult to replicate in the current market environment. Demand for Anthropic shares is extremely high, with Storm Duncan, founder of investment bank Ignatious, even offering a residence worth about $4.8 million plus an adjacent plot totaling roughly $8 million in exchange for shares, though the deal has yet to close; obtaining private capital is becoming increasingly difficult. As part of a record $60 billion chip financing package (internally codenamed Project North Star, including about $42 billion in senior debt guaranteed by Broadcom and about $18 billion in subordinated debt), Anthropic placed $9 billion in subordinated debt with Blackstone (BX.US) at a yield exceeding 10%, higher than the 8.5% on a roughly $4.4 billion financing four months earlier, with the remaining $9 billion in subordinated debt expected to be distributed over the coming months, indicating that private investors are demanding higher compensation for AI risk. Meanwhile, market concerns about AI infrastructure debt are intensifying: Australian data center company Firmus, backed by Nvidia (NVDA.US), abandoned its listing due to market volatility; South Korean AI cloud service provider Elice fell 32% on its first day of trading; and some bonds of CoreWeave (CRWV.US) are yielding close to 15%. These cases reflect that private markets are already overburdened and urgently need public markets to share the risk.
Although the listing timetable has been adjusted, the direction is clear. The market originally expected Anthropic to launch its offering in October, but it was later postponed to the week of November 16. The delay decision was made before the AI safety debate triggered by a researcher's departure, and advisors believed the postponement would allow the company to first disclose third-quarter results; the safety controversy subsequently amplified market scrutiny of the company. Despite the safety controversy, Anthropic investors still describe its latest financial performance as "amazing," rebutting concerns about slowing revenue growth. Given the company's scale and maturity, going public is a natural step. This IPO comes after widespread anxiety on Wall Street over AI deals, particularly as compute rental and data center construction companies face market skepticism. Anthropic may have to go public under imperfect conditions, but investors believe this is the best way to hand the AI boom over to the market for the ultimate test. With its valuation approaching $2 trillion and annual revenue of $16.3 billion, Anthropic's listing is not only about its own fate but will recalibrate the entire industry's understanding of the boundaries between AI bubble and value.
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