GPU Residual Value Insurance: How It Works and Why Lenders Want It
Summary
- GPU residual value insurance pays some or all of the gap between an agreed value and the GPUs' sale price, shifting market-value risk to a third party.
- It matters most where the loan runs longer than the customer contract or the customer isn't investment grade.
- NVIDIA and Broadcom now offer residual support on their own deals. Financings through USD.AI add a residual-value warranty where customer credit calls for one.
Introduction
Lenders sizing a GPU loan need to know what the servers will be worth on the day they might have to sell them. That number is hard to pin down for GPUs, and GPU residual value insurance exists to take the question off the lender's table. For your deployment, the answer shapes how much a lender will finance.
We see this question from both sides of the deal. Through 14 October 2026, we reviewed nearly 700 GPU financing deals representing about $25 billion of loan demand.
You'll learn what residual value cover is, where it came from and why lenders ask for it. You'll also see how manufacturer support differs from third-party cover, and how a residual-value warranty fits financing for neoclouds through USD.AI.
What GPU Residual Value Insurance Is and How It Works
GPU residual value insurance, modeled on the residual value cover used in aircraft finance, is a contract in which a third party pays the gap between an agreed value and the GPUs' later sale price. Payment falls due on a set date, or the third party buys the GPUs at the agreed value instead. Either way, end-of-term market-value risk moves from the lender or owner to the third party. In an illustrative case, GPUs insured at $6 million that sell for $5 million leave the insurer a $1 million gap to pay.
Writing on aircraft leases in August 2020, Katten called it "essentially a put option purchased by the lessor." A put option is the right to sell an asset at a fixed price on a fixed date. The insurer takes the market-value risk, while the risk that the lessee defaults stays with the lender. That split lets the lender rely on the insurer's credit for the end-of-term value.
Payment depends on conditions. In the aircraft model, the asset must be returned in an agreed condition. An underwater sale also needs the insurer's consent before the insurer pays the shortfall.
The GPU version is newer, and we found no published GPU policy terms, premiums or claims history. In GPU finance, the market term also covers several instruments: insurance policies, residual value guarantees, manufacturer residual support and residual-value warranties. Each moves some end-of-term price risk, and each differs in who carries it and when it pays.
In financings through USD.AI, the value cover is a residual-value warranty, where the deal includes it. The hardware itself carries property and casualty insurance once escrow is released, and that insurance responds to physical loss such as fire, flood or theft. Property and casualty insurance protects the servers themselves, and the warranty addresses what they sell for.
Why Residual Value Is the Hardest Number in a GPU Loan
The residual matters most when the loan outlasts the customer contract, and a $2.6 billion facility that CoreWeave closed in August 2026 shows the gap. The facility, priced at SOFR + 5.50%, has an approximate five-year maturity. Its underlying customer contracts average about three years. By our arithmetic, that leaves lenders roughly two years of renewal and re-lease risk on the GPUs.
In an October 2026 episode from SemiAnalysis, Daniel Nishball described the problem for lenders. Lenders "have to know residual value, which is very, very hard with GPUs… I think the residual value is what you can earn on tokens, or what you can reasonably rent it at." Our view is the same: residual value follows what the GPU can earn when it comes time to sell.
Other 2026 neocloud facilities give separate data points on pricing, each resting on its own customer credit and structure. CoreWeave's $8.5 billion facility from March 2026 priced at SOFR + 2.25% floating and about 5.9% fixed. Moody's rated it A3 and DBRS rated it A (low), and the facility is tied to an associated customer contract.
CoreWeave's $3.1 billion facility from May 2026 reached final pricing at SOFR + 4.50%. Moody's rated it Ba2 and Fitch rated it BB+, and it finances contracts with two large customers that aren't investment grade. Nscale disclosed in its September 2026 S-1 that its February 2026 GPU financing facility bears interest at Term SOFR plus 5.00%.
| Date | Facility | Size | Pricing | Rating | Note |
|---|---|---|---|---|---|
| Feb 2026 | Nscale GPU financing facility | About $1.4 billion in commitments | Term SOFR + 5.00% | Not covered here | Disclosed in a September 2026 S-1 |
| Mar 2026 | CoreWeave | $8.5 billion | SOFR + 2.25% floating; about 5.9% fixed | A3 (Moody's); A (low) (DBRS) | Tied to an associated customer contract |
| May 2026 | CoreWeave | $3.1 billion | SOFR + 4.50% | Ba2 (Moody's); BB+ (Fitch) | Two large customers below investment grade |
| Aug 2026 | CoreWeave | $2.6 billion | SOFR + 5.50% | Ba2 (Moody's); BB+ (Fitch) | About five-year maturity; contracts average about three years |
No source attributes the differences in these prices to residual value. We read them as separate deals, each priced on its own customer, contract and structure.
Manufacturer Residual Support: NVIDIA and Broadcom
In August 2026, NVIDIA said it may provide residual-value support on some of the deals its partners finance. That month, NVIDIA announced partnerships with Apollo, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR. The resulting financing platforms are designed to mobilize over $500 billion of third-party capital over time, and the partnerships remain subject to final agreements.
A day later, Jensen Huang wrote that NVIDIA "may provide a residual-value support mechanism for up to 25% of an opportunity." NVIDIA assesses that support project by project. NVIDIA hasn't published the terms, including who is covered, what triggers a payment or how the support is priced.
Broadcom followed in October 2026 with residual value support on part of a $63 billion deal. Bloomberg reported that in the deal a new special-purpose vehicle (SPV) buys Broadcom chips and leases them to Anthropic. An SPV is a company set up to hold one deal's assets.
That support has changed how some lenders work. Per Nishball of SemiAnalysis, lenders expanded GPU lending "without having to have a residual value model for GPUs because it's been backstopped." In our view, these backstops reach the largest deals, where a chipmaker has a strategic reason to support its own hardware. Operators in the Compute Middle Market, the GPU cloud operators between startups and hyperscalers, need cover that doesn't depend on a chipmaker's balance sheet.
| Third-party residual value cover | Manufacturer residual support | |
|---|---|---|
| Who carries the risk | An insurer or warranty provider, whose credit the lender relies on | The chipmaker, on its own hardware |
| Who it's for | Owners and lenders whose deals meet the provider's terms | Selected large projects, assessed project by project |
| What's disclosed | Aircraft mechanics are documented; GPU policy terms are private | NVIDIA's ceiling of up to 25% of an opportunity; base, triggers and pricing unpublished |
| 2026 examples | Residual-value warranties in GPU-backed loans | NVIDIA platforms (August); Broadcom and Anthropic deal (October) |
How a Residual-value Warranty Fits a GPU-backed Loan
Where a deal includes it, a residual-value warranty is one layer of a GPU-backed loan alongside at least 20% operator equity and a three-month debt-service reserve. No single layer carries the whole collateral case. The warranty addresses sale value, and the rest of the structure addresses contracts, cash and control of the hardware.
USD.AI's underwriting standards require a residual-value warranty where the offtake customer isn't investment grade or the revenue is on demand. The warranty covers part of a shortfall if the servers sell below an agreed value, subject to its terms. Where a deal includes it, a warranted value schedule for the GPUs is set at origination.
GPU financing through USD.AI starts from about $5 million, with larger facilities available and collateral in Tier III or Tier IV data centers. Every financing originated through USD.AI uses the same structure:
- Ring-fenced collateral. A bankruptcy-remote SPV holds the GPUs, customer contracts and revenue accounts, and lenders hold a first-priority claim on them.
- Escrow until verified. Capital is held in escrow until the servers are installed, burned in and independently verified online.
- Property and casualty insurance. Every loan carries property and casualty insurance once escrow is released.
- Operator equity. Loans cover up to 80% of the deployment cost, and the operator contributes at least 20% as equity.
- Steady amortization. Terms run 3–5 years with straight-line monthly amortization, at fixed or floating rates.
- Debt-service reserve. A three-month debt-service reserve is funded at closing.
Compute IQ scoring places each deal on a 100-point scale across the operator, the customer and the contract. The score sets financeability, the pricing tier and the loan's size and structure.
Take an illustrative deal of 20 NVIDIA B300 servers at about $600,000 each. That price comes from our Q4 2026 pricing research and covers the server only, before tax. The deployment costs $12.0 million, so a loan at up to 80% is $9.6 million and your equity is $2.4 million.
On a three-year term with straight-line amortization, principal falls by about $267,000 every month. The exposure that depends on resale shrinks with each payment, so the warranty addresses a smaller remaining balance as the loan seasons.
Standardized structures help GPU loans travel to institutions. Bloomberg reported GPU loans at about 15% of a Stonebriar asset-backed securities (ABS) pool in October 2026. Wingspire's pool was roughly 20% GPU loans, and both were diversified equipment pools repaid from many loans.
Through the GLX institutional marketplace, seasoned financings originated through USD.AI may be sold to institutional buyers. Each carries the same credit package and structure, whoever holds it. For private credit funds, that consistency means loans can be compared side by side within their own credit review.
Conclusion
Residual cover turns an open question, what the GPUs will fetch, into a defined and priced risk held by a third party. It matters most where the loan outlasts the contract, as in CoreWeave's five-year facility against three-year contracts, or where the customer isn't investment grade. Lenders who can't model GPU resale values want that risk held by someone whose credit they can assess.
Manufacturer support reaches the largest deals, such as Broadcom's $63 billion deal with Anthropic. Middle-market operators get there through structure. In financings through USD.AI, that means a bankruptcy-remote SPV, escrow until the servers are verified, at least 20% equity and steady monthly amortization.
Each deal also carries a Compute IQ score, plus a residual-value warranty where the deal includes it. If you're planning a deployment with a customer contract in hand, Talk to USD.AI about financing it.
FAQ
Each answer below stands alone. Residual value insurance names the market product, and residual-value warranty names the cover in financings through USD.AI.
What is RVI insurance?
RVI insurance, or residual value insurance, is a contract in which an insurer pays the gap between an agreed value and an asset's sale price. Some policies instead have the insurer buy the asset at that value. The insurer takes the market-value risk, and the risk that the borrower defaults stays with the lender.
What is GPU-backed debt?
GPU-backed debt is a loan secured by GPUs and, in structured deals, by the customer contracts and revenue accounts tied to them. It is repaid mainly from the contracted revenue those GPUs earn.
Is NVIDIA's 25% residual value support a guarantee?
NVIDIA describes it as a "residual-value support mechanism for up to 25% of an opportunity" that it may provide, assessed project by project. NVIDIA hasn't published the terms, so how the support works in a given deal isn't public.
Does every GPU loan through USD.AI include a residual-value warranty?
No. USD.AI's underwriting standards require a residual-value warranty where the offtake customer isn't investment grade or the revenue is on demand. Every loan carries property and casualty insurance once escrow is released.
