Nvidia’s edge for three years was a chip nobody else could match, which meant nobody else got the training contracts. That edge is narrowing. Google’s cloud unit grew 82 percent last quarter partly on the strength of its own tensor processing chips, and AMD’s data center revenue more than doubled, CNBC reported August 18. Nvidia’s answer, per CNBC’s reporting, is to compete on a front where rivals cannot easily follow: its own balance sheet.

The pivot showed up twice in a single week. On August 11, Nvidia signed a memorandum of understanding with Goldman Sachs, Apollo Global Management, Blackstone and BlackRock to arrange $500 billion in financing for its GPUs, treating the chips as an investable asset class the way banks treat real estate, with Nvidia agreeing to backstop a quarter of every loan. Then came the deal AI Insiders has already covered twice this week: CNBC put Nvidia’s commitment to OpenAI’s Ohio data center campus at up to $105 billion, describing it as a financing backstop against lease, power and residual-value obligations, not a straight cash investment.

Nvidia can afford this because its cash generation has become extraordinary. Quarterly free cash flow rose 18-fold over three years to $48.5 billion, extending a run of 55-percent-plus revenue growth across 12 consecutive quarters, according to CNBC. The company lifted its quarterly dividend from a penny to 25 cents in May, added an $80 billion buyback and pledged to return about half of its free cash flow to shareholders this year. Its stake in marketable equity securities, including a $30 billion position in OpenAI taken in February, more than doubled year over year to $30.2 billion.

CNBC’s reporting frames the underlying thesis plainly: as Nvidia’s technology lead narrows, the durable advantage shifts from who builds the best chip to who can underwrite the buildout that chip requires. Huang made the pitch himself, writing that frontier labs “have extraordinary demand for training and inference compute” but often lack the credit profile to secure data center capacity on their own. Wall Street signed the financing pact rather than compete with it, which is the clearest evidence the thesis is landing with the people who control capital.

That thesis fails a specific test if the financing turns out to manufacture demand instead of meeting it. Vendor financing that helps a customer buy the vendor’s own product is a familiar move in enterprise technology, and it works only as long as the customer’s business can service the debt without the vendor’s continued support. If OpenAI’s build commitments outrun its revenue, the exposure does not vanish. It lands on Nvidia’s own balance sheet, the asset this whole strategy is meant to protect.

Wall Street is split on how worried to be. Cantor’s analysts reiterated their buy rating, calling the arrangement evidence the AI investment cycle will be “elongated and durable” rather than circular. Ram Bala, an associate professor of AI and analytics at Santa Clara University’s Leavey School of Business, told CNBC that Nvidia “remains dominant” but is “very paranoid about making sure they don’t lose ground.” Paul Meeks of Freedom Capital Markets said the competition is already eating into Nvidia’s “outrageous margins,” pushing the company to diversify beyond GPUs.

The revenue underneath the financing is not fabricated. Anthropic’s annualized revenue run rate reached $65 billion in July, seven times its level a year earlier, the company told investors over the weekend, while OpenAI’s run rate sits near $40 billion, CNBC reported. Matthew Vegari of Clearwater Analytics dismissed comparisons to a “house of cards,” writing that industry overcapacity may arrive eventually but “that day isn’t today.”

None of that resolves the underlying question. Watch whether AMD and Google keep taking data center share despite Nvidia’s financing edge, and whether OpenAI’s revenue growth outpaces the capacity Nvidia is bankrolling on its behalf. If it does not, Nvidia’s marketable-securities line and loan-backstop exposure are where the strain will show up first.

Reporting by Ari Levy for CNBC, published August 18, 2026.