Nvidia prices its GPUs at ten years. Wall Street lends against three.

Lenders are rebuilding the first deals in Nvidia's $500 billion compute-financing plan around guarantees and customer contracts rather than chip collateral alone. The risk the loan market refuses to take is drifting toward the balance sheet that just committed $235 billion to buybacks.

Vincent JiangVincent Jiang · 3 min read
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Nvidia chief executive Jensen Huang speaking at a podium
Nvidia chief executive Jensen Huang, who pitched GPUs to Wall Street as an investable asset class in August; lenders are pricing the first deals on three to four years of chip life, not the decade he claims.

A rack of chips became loan collateral

On 10 August 2026, Jensen Huang sat beside six Wall Street chiefs and declared chips an "investable asset class" for the first time; Larry Fink called it the next future of financial engineering, kin to mortgage-backed securities 2. The asset behind the claim is the GB300 NVL72, a rack Nvidia says can earn revenue for a decade 1. This week, the people who would lend against it answered.

Half a trillion dollars needs a holder of risk

The memorandums with Apollo, Blackstone, BlackRock, Brookfield, Goldman Sachs and KKR aim to mobilize more than $500 billion of third-party capital for AI buildouts 2. The money arrives in a market already full: about $236 billion of AI-linked debt sold through 31 May 2026, four times the 2025 pace, on track for roughly $570 billion this year on Morgan Stanley's numbers 4. The holders are insurers, credit funds and the bond indexes inside ordinary retirement accounts 4.

The 25% cap is already bending

The plan was sold with residual-value guarantees of no more than 25%, pitched as the answer to circular-financing fears 1. Banks did not buy it. They want guarantees on every deal, or investment-grade revenue behind the debt, and tens of billions now in the pipeline are secured by Nvidia chips, customer contracts and Nvidia's underlying guarantee 1. The collateral was supposed to be the silicon. In the pipeline, it is Nvidia.

The price list already exists

CoreWeave's $8.5 billion GPU loan carries an A3 rating only because Meta's payments sit behind it, and Broadcom backstopped more than 80% of a $35 billion structure for Anthropic 1. SharonAI just paid a fixed 9.95% for $356 million secured on GPUs and their cash flows, Goldman Sachs among the lenders 5. A $3.1 billion loan arranged with MUFG to buy Nvidia processors drew about $20 billion of demand yet priced wide because its customers were AI labs 6. Vendor financing and circular deals helped end the dot-com boom, as a Morningstar note reminds 1.

Lenders underwrite GPUs at three to four years; Nvidia argues a decade

  • Estimate
0 yrs2 yrs4 yrs6 yrs8 yrs10 yrsBank underwriting of GPUs3–4 yrsWhere the loans actually clearCloud server depreciation5–6 yrsBarkr on GB300 NVL729–10 yrsHuang revenue-life claim10 yrs
Data
ValueRange
Bank underwriting of GPUs3.5 yrs3–4 yrs
Cloud server depreciation5.5 yrs5–6 yrs
Barkr on GB300 NVL72 (estimate)9.5 yrs9–10 yrs
Huang revenue-life claim (estimate)10 yrs—
Assumed revenue-generating life of AI GPUs, in years, by who is lending or claiming; bars show the midpoint of each span. Barkr is a valuer cited by Nvidia; the Huang bar is his stated claim. Source: Reuters reporting via BNN Bloomberg, 1 October 2026.1

Nvidia's own exhibits

Nvidia points to cloud operators stretching server depreciation to five or six years from three or four, and to Barkr, a valuer, putting the GB300 NVL72's useful life at 9 to 10 years 1. S&P's Andrew Chang concedes GPUs have run "well north of five years" so far, while taking "a conservative view" of their value 1. Demand for the paper remains high 1. But a depreciation schedule is an accounting choice; a guarantee is a balance-sheet event, and the deals are migrating toward exactly the protections Nvidia said it would not need.

Whose balance sheet insures the other seven years

On 28 September 2026, Nvidia's board added $150 billion to its buyback, lifting the remaining authorization to $235 billion through fiscal 2028 3. Every guarantee Nvidia writes to keep the plan moving puts the residual value of its own silicon back on that balance sheet. Wall Street will advance three years against a GB300; shareholders are insuring the other seven. The first deals to price, and the November results, will show what that insurance costs.

More about NVIDIA

NVDA · Fiscal Q2 2027
Fiscal Q2 2027 · quarter to 26 Jul 2026 · changes vs a year earlier

Revenue rose 106% to $96.2B, 92.5% of it from Data Center, “driven by the ramp of our Blackwell Ultra infrastructure”. Gains on equity stakes of $7.8B lifted net income to $59.7B.

Revenue$96.2B▲ 106%
Gross margin75.0%▲ 2.6 pts
Operating margin66.2%▲ 5.4 pts
Net income$59.7B▲ 126%
Hyperscale$48.7B▲ 102%AI clouds & enterprise$40.3B▲ 138%Data Center$89.0B▲ 117%Edge Computing$7.2B▲ 27%Revenue$96.2B▲ 106%Gross profit$72.1B75.0% marginCost of revenue$24.1BOther income$7.8Bequity-stake gainsOperating income$63.7B66.2% marginOperating expenses$8.4BNet income$59.7B▲ 126%Tax$11.8B16.5% rateR&D$7.1BSG&A$1.4B
Show as a table
LineValue
Revenue$96.2B
Gross margin75.0%
Operating margin66.2%
Net income$59.7B
Hyperscale$48.7B
AI clouds & enterprise$40.3B
Data Center$89.0B
Edge Computing$7.2B
Gross profit$72.1B
Cost of revenue$24.1B
Other income$7.8B
Operating income$63.7B
Operating expenses$8.4B
Tax$11.8B
R&D$7.1B
SG&A$1.4B

Deepdive

AI-generated from this story and its cited sources. Not investment advice.

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