The AI race may be decided by financing—not just better chips

The AI fight is no longer just about who can make the best chip. It is also about who can help pay for the chips, and who can make leaving feel expensive. This week gave a sharper view of that shift, with Broadcom, Nvidia and AMD all leaning on financing and ownership-style deals to pull customers closer.

Broadcom has reportedly talked about raising about $30 billion in debt so OpenAI can buy chips they are developing together. That follows a similar $35 billion Anthropic deal and another $60 billion package being prepared for Anthropic and others. Nvidia, meanwhile, has teamed up with six finance firms to mobilize more than $500 billion in third-party capital for customer AI infrastructure, while also holding direct stakes in AI companies worth almost $100 billion.

AMD is using a different hook. It has offered OpenAI and Meta warrants for as many as 320 million shares at a penny each, giving those customers a financial stake in AMD’s success. None of this is new in a broad sense. General Motors and General Electric spent decades helping customers buy products by financing them and supporting the infrastructure around them. But the scale here is much bigger, and the core product is less settled.

That’s what makes the competition feel a little strange. If customers are being pulled in by debt, equity sweeteners and infrastructure funding, are they really shopping around on price and performance, or are they just being locked in by the financing? Leaders who are building their businesses around an AI provider need to know what capital is actually committed, who takes the losses, and whether the deal terms quietly restrict their options.

The revenue numbers matter because so much of this setup rests on them. The Financial Times reported that OpenAI recently shared updated figures showing annualized revenue approaching $50 billion at the end of September, about $20 billion below what had been circulated to investors a month earlier. Anthropic’s numbers are also tricky, since its revenue calculations include money booked by cloud partners; strip that out, and its $60 billion annualized revenue through the end of July is probably about a third lower. Once these companies move toward IPOs, that kind of wobble is going to get a lot harder to hide.