According to Reuters, Nvidia is in talks to invest up to 10 billion dollars in Anthropic's planned initial public offering.

The target valuation is 2 trillion dollars. If that figure holds, the deal would be the largest IPO in history.

Where the money goes

The striking part of the deal is not the sum but the route it takes. Most of what Anthropic raises is expected to flow back to Nvidia as chip orders.

StepDirection
Nvidia investmentUp to 10 billion dollars, Nvidia to Anthropic
Anthropic spendingChip orders for compute capacity
Net resultA significant share of the money returns to Nvidia

That loop is not new in this industry. A chip maker investing in its customer, and that customer spending the money on chips, has been the most debated financing pattern of the past two years.

That Anthropic needs compute at this scale is not in dispute. The company's training and inference load keeps growing, and that load translates directly into hardware orders.

Why it is contested

The criticism concerns how much of the demand is real. If a supplier funds its customer, the resulting order volume stops being an independent signal of demand.

The defence says capacity genuinely is scarce and long-term commitment gives both sides predictability. Which reading is right will only become clear from whether that capacity actually gets used in the coming years.

There is a measurement problem too: investments like this appear in different lines of the accounts. The investment is recorded as an asset and the returning money as revenue. Whether the same sum is being counted twice is not easy to tell from outside.

Timing

The offering is expected in November. Anthropic's IPO preparations have been discussed for months, and investor expectations around a 2 trillion dollar level had surfaced before.

The news arrived right after founder Dario Amodei published a lengthy piece calling for a controlled slowdown in AI development. The two landing in the same week shows the company addressing two different audiences at once.

Anthropic is known to be growing fast on the enterprise side; most of its revenue comes through the API and corporate subscriptions. But as a public company that revenue mix will be reported quarter by quarter, and the valuation repriced against every report.

A sense of scale

A 2 trillion dollar valuation puts a company in the same league as the handful of most valuable firms in the world today. For a company not yet ten years old, that is a pace with few parallels in technology history.

How realistic the number is comes down to one question: how much of the revenue comes from enterprise contracts, and for how long. What carries a valuation like that is not model quality but the length of those contracts.