NVIDIA is in talks to co-sign the debt for a 460MW AI data center in West Virginia that no bank will lend against on the operator's own terms. TechCrunch reported on Oct 30, 2026, citing The Information, that the chip maker is negotiating credit support for Nscale's planned Anthropic campus in Mason County, covering the electricity and construction costs of the site. The proposed structure would make NVIDIA the guarantor of a building rather than the supplier of its silicon.
Anthropic contract for Nscale's first West Virginia building
$44.6B
Six-year compute deal covering 460MW; announced Aug 27, 2026
NVIDIA's total maximum guarantee exposure
$108.5B
Form 10-Q for the quarter ended Jul 26, 2026, filed Aug 26, 2026
Nscale equipment and construction commitments
$27.5B
As of June 30, 2026, against $1.48B of cash; Form S-1 filed Sept 18, 2026
Nscale first-half 2026 net loss
$1.02B
On revenue of $140.6M; Form S-1 filed Sept 18, 2026
The reported terms
What NVIDIA Is Actually Being Asked to Underwrite
- Anthropic has signed $44.6 billion for the first 460MW building, running six years and expected to run NVIDIA's next-generation Vera Rubin systems.
- A second agreement worth roughly $45 billion for another building is under discussion, which would roughly double the contracted revenue behind the campus.
- Nscale was running about 25,000 advanced AI chips in August against a plan of nearly 500,000, so most of the bill is still ahead of it.
- The campus won state certification in September 2026, clearing the permitting gate that had held it up for most of the year.
| Party | Role | Disclosed figure |
|---|---|---|
| Anthropic | Tenant paying for compute over six years | $44.6B contract, 460MW |
| Nscale | Owner-operator, borrower; NVIDIA holds >5% via warrants | $140.6M revenue, $1.48B cash in H1 2026 |
| NVIDIA | Chip supplier; guarantor in talks | $96.2B quarterly revenue, 75.0% gross margin |
| J.P. Morgan and Goldman Sachs | Joint lead arrangers on Nscale's term loans | $1.85B Ward County, $1.2B Madison County |
| Caterpillar | On-site power generation partner for Monarch | Q2 2026 revenue of $20.5B |
| Duke Energy | Grid power for Nscale's North Carolina site | 99MW of secured power |
NVIDIA's guarantee stack
The Instrument Is Proven. The Counterparty Is Not
NVIDIA's own filing shows how large this business already is. In its Form 10-Q for the quarter ended Jul 26, 2026, the company discloses $3.5 billion of maximum gross exposure on land, power and shell guarantees for AI clouds, plus SB Energy Corp. guarantees capped at $105 billion that credit the buildout of land, power and shell for OpenAI affiliates under leases covering roughly 4.25GW of IT load.
NVIDIA's off-balance-sheet guarantee exposure
Form 10-Q, quarter ended Jul 26, 2026. The $3.5 billion line is where a Nscale guarantee would sit; the $105 billion line is already spoken for by OpenAI's Ohio campus.
Unit: $ billions
SB Energy guarantees for OpenAI affiliate leases
Capped support for land, power and shell on ~4.25GW of IT load
105
Other AI cloud land, power and shell guarantees
Maximum gross exposure
3.5
The instrument is not new, and it is not small. On Aug 10, 2026 NVIDIA signed memoranda of understanding with Apollo Global Management, BlackRock, Blackstone, Brookfield, Goldman Sachs and KKR to stand up compute-financing platforms intended to mobilize more than $500 billion of third-party capital, with compute framed as an investable asset. Two weeks later it put $1.5 billion of equity into SB Energy, the data center developer owned by SoftBank Group that is building the OpenAI campus in Ohio, and S&P Global Ratings confirmed that NVIDIA would provide residual value guarantee support to that same developer. Every dollar of that apparatus was built for an OpenAI affiliate, not for a third-party neocloud holding $1.48 billion of cash.
- NVIDIA already holds more than 5% of Nscale through warrants issued in a 2025 financing round, so a guarantee would turn an equity relationship into a credit relationship.
- Nscale is seeking an IPO valuation of up to $35 billion, and its own filing names power availability and cost as the dominant constraints on its growth.
- Cash is not the constraint; correlated exposure is — trailing operating cash flow of $134.4 billion stands against $108.5 billion of guarantees already on the books.
The borrower
Nscale's Balance Sheet Cannot Carry a 460MW Building
Nscale's Sept 18, 2026 IPO filing is the most useful document in this story, and it is not flattering. Revenue for the first half of 2026 was $140.6 million, up 1,252% from $10.4 million, and the net loss widened to $1,020.1 million from $368.9 million a year earlier. Cash and equivalents stood at $1,478.4 million at June 30, 2026.
Nscale: cash against what it has already committed to buy
Nscale Form S-1, filed Sept 18, 2026; commitments as of June 30, 2026. The cash bar is a rounding error next to the order book.
Unit: $ billions
Cash and cash equivalents
As of June 30, 2026
1.5
Equipment purchase orders, undelivered
Largely NVIDIA GPU systems
24
Data center construction commitments
Build-out and supporting commitments
3.5
Future lease payments
Contractual future minimums
1.4
Against that balance sheet sit $24 billion of purchase orders for undelivered technology equipment, $3.5 billion of data center construction and supporting commitments, and $1.4 billion of future lease payments. Nscale's cash covers about 5% of the equipment and construction it has already committed to buy, while the contracted revenue behind those commitments totals $103.4 billion, dominated by a single six-year tenant.
- Three suppliers accounted for 53%, 37% and 10% of NVIDIA GPU and related purchases in the first half of 2026, so delivery depends on allocation as much as on capital.
- Since June 30, 2026 Nscale has drawn $830.0 million on its revolving credit facility and added $4.17 billion of new financing facilities, levering the balance sheet against 2027 deliveries.
- The filing puts the Monarch power runway at more than 6.5GW of IT load and roughly 10GW of potential capacity across Nscale's sites — a pipeline that assumes funding which does not yet exist.
The obligor
The Tenant Is Losing $80.7 Billion a Half-Year
Anthropic filed its own IPO prospectus in October 2026, and its numbers matter more than the contract headline. Revenue reached $16.3 billion in the first half of 2026 against $1.2 billion a year earlier, while the net loss widened to $80.7 billion from $42 billion for the whole of 2025. The tenant on the other side of the guarantee is losing more cash in six months than Nscale holds in total — $80.7 billion against $1.48 billion.
- Microsoft signed a non-binding letter of intent for 1.35GW at the campus in March 2026; it lapsed over the summer and the IPO filing gives no reason.
- Anthropic then took the capacity, at a price the largest hyperscaler in the market apparently would not pay for a site with uncertain power timing.
- Nscale's first-half revenue of $140.6 million means contracted revenue converts to cash slowly, while the construction bill arrives now.
Mechanism
Where the Credit Actually Lands
A residual value guarantee is not a loan. It is a promise that if the sponsor cannot finish or service the asset, the guarantor covers the shortfall, takes the asset and tries to resell it. For Nscale's building the resell is the weak link: a 460MW campus of next-generation Vera Rubin systems, delivered into a state whose grid and permitting are the bottleneck, needs a tenant willing to pay for capacity one hyperscaler already declined this summer.
| Stage | Who absorbs it | Why |
|---|---|---|
| Construction stalls on power or permitting | NVIDIA, if the guarantee is called | Residual value support covers debt service on land, power and shell |
| Tenant defaults on the compute lease | Nscale's lenders and shareholders first | The guarantee is written against construction, not tenant credit |
| Resale of a 460MW building in 2029 | Whoever ends up holding the asset | Only if a replacement tenant appears at a price that covers the debt |
| NVIDIA's own shareholders | Everybody else, eventually | $279 billion of supply commitments become cash outflows whether or not a guarantee is called |
Two disclosed figures frame the exposure. NVIDIA's supply and capacity commitments totaled $279 billion as of Jul 26, 2026, with $92 billion falling due in the rest of fiscal 2027 and $87 billion in fiscal 2028. Those commitments become cash outflows whether or not a guarantee is ever called, which is exactly why a chip vendor has an incentive to make sure its customers' buildings get financed.
Concentration is moving in the same direction. One direct customer was 16% of NVIDIA's revenue in the quarter ended Jul 26, 2026, and three customers were 16%, 15% and 13% in the first half; the company does not name them. The buyers who need third-party credit are becoming a larger share of the book, and NVIDIA carries a reminder that chips can also go unsold: a $0.4 billion charge for excess H200 inventory and related purchase obligations in the first half of fiscal 2027.
The site
Power, Not Silicon, Is the Bottleneck
Monarch is designed as a state-certified AI microgrid. Nscale says the 1.35GW first phase is engineered to run on on-site generation with Caterpillar supplying the power equipment, delivery targeted for early 2028, and a long-term path of 8GW. For a chip vendor to guarantee this building, the binding question is not silicon, but whether electrons arrive on schedule.
Where Nscale does buy from the grid, the counterparty is a utility: the Madison County, North Carolina site runs on 99MW of secured power from Duke Energy. Duke's own numbers show what the buildout costs — trailing capital expenditure of $15.8 billion against $11.6 billion of operating cash flow, free cash flow of negative $4.3 billion, and net debt at 5.2 times EBITDA.
- Caterpillar is the named on-site generation partner for a campus with an 8GW ceiling, and second-quarter 2026 revenue rose 24% to $20.5 billion.
- The $12 billion Mason County project certified in September 2026 belongs to Starwood Digital Ventures, a competing site — the largest investment headline in West Virginia covers a different developer.
- The West Virginia site draws nothing from the utility grid, which removes interconnection queues but transfers the entire problem to on-site generation.
- NVIDIA's Ohio guarantee covers leases for about 4.25GW of IT load, roughly four and a half times the first West Virginia building — the difference between a captive tenant and a contested one.
Memory and power equipment
The Risk-Adjusted Trade Is Upstream
If the guarantee goes ahead, the cleanest way to own it is not the credit but the orders. NVIDIA's $279 billion of supply and capacity commitments are mostly memory and systems running into 2028 and 2029, and the platform announced on Aug 10 exists precisely to turn compute into an underwritable asset class so that these orders keep flowing.
Micron Technology quarterly revenue, fiscal 2026
Fiscal year ended Aug 28, 2026. Each new financed megawatt of AI capacity shows up here first, in dollars of memory sold.
Unit: $ billions
Q1 fiscal 2026
Quarter ended Nov 27, 2025
13.6
Q2 fiscal 2026
Quarter ended Feb 26, 2026
23.9
Q3 fiscal 2026
Quarter ended May 28, 2026
41.5
Q4 fiscal 2026
Quarter ended Aug 28, 2026
54.2
| Metric | Micron Technology (FY ended Aug 28, 2026) | SK hynix (Sept 2026 quarter) |
|---|---|---|
| Latest quarterly revenue | $54.2B | ₩104.6T |
| Year-earlier quarter | $11.3B | ₩24.4T |
| Trailing revenue | $133.2B | ₩269.3T |
| Gross margin | 86.7% in Q4 | 87.1% trailing |
| Operating income | $99.3B | ₩200.7T |
SK hynix tells the same story in won: trailing revenue of 269.3 trillion won and operating income of 200.7 trillion won, against 97.1 trillion won for full-year 2025. Memory is where NVIDIA's financing guarantees are already being monetised — every financed megawatt of AI capacity turns into high-bandwidth memory and systems sold at those margins, whether or not the West Virginia building is finished.
What to watch
Two Filings First, 2028 Second
- NVIDIA's fiscal third quarter ended in late October and reports in November — watch whether the $3.5 billion AI-cloud guarantee line moves and whether a Nscale facility appears.
- Nscale's NYSE debut is the forcing event: an IPO priced on a $30 billion to $35 billion valuation forces disclosure of NVIDIA support and of the Anthropic contract terms.
- A second $45 billion Anthropic agreement for another building would roughly double what NVIDIA is being asked to underwrite.
- Early 2028 is when the first building is due, and when a residual value guarantee stops being a footnote in a commitments table.
Two developments would break this reading. The structure may be far more contained than the headlines imply — capped, facility-level credit support against a specific construction milestone rather than a corporate guarantee of the whole building. And Nscale's IPO may force a renegotiation that hands the risk back to lenders, or a slower power and financing plan that pushes the first building to 2029. Until a term sheet or a filing appears, this is a direction of travel, not a deal.
Conclusion
Own the Silicon Demand, Not the Residual Value
The strategic logic is straightforward and the risk is easy to under-price. NVIDIA is the only party in this chain whose income statement can absorb a multi-billion-dollar guarantee without strain, and a guarantee converts a customer who cannot finance a building into a customer who can. But the asset being insured is a power-constrained building in a state with no second buyer lined up, and the tenant behind it reported an $80.7 billion first-half loss. Own the silicon demand, not the residual value.
Where the exposure actually sits
- NVIDIA's $108.5 billion of guarantees sit against $127.0 billion of trailing free cash flow, so capacity to honour a backstop is not the constraint.
- Its $279 billion of supply and capacity commitments become cash outflows whether or not a guarantee is called, protecting the $96.2 billion quarterly revenue base.
- Horizon: a Nscale facility should appear in the $3.5 billion AI-cloud guarantee line in the November report; the real test lands in 2028.
- Caterpillar is the named on-site power partner for a campus with an 8GW ceiling, with second-quarter 2026 revenue up 24% to $20.5 billion.
- Monarch's 1.35GW first phase is engineered to run without the utility grid, which favours on-site generation orders over interconnection queues.
- Horizon: equipment orders land in 2027 ahead of the early-2028 delivery target; the demand risk is Nscale's $1.48 billion cash balance, not order volume.
- Duke supplies 99MW of secured power to Nscale's Madison County site, so the grid is the bottleneck NVIDIA is being asked to insure.
- Grid growth is funded from a stretched balance sheet: $15.8 billion of trailing capital expenditure against $11.6 billion of operating cash flow and 5.2 times net debt to EBITDA.
- Horizon: rate-base growth is a multi-year annuity, but negative $4.3 billion of trailing free cash flow puts the grid bill on shareholders first.
- Fourth-quarter fiscal 2026 revenue of $54.2 billion at an 86.7% gross margin is the direct monetisation of financed AI capacity.
- NVIDIA's $279 billion of supply and capacity commitments, $92 billion of it due in the rest of fiscal 2027, convert straight into memory orders.
- Horizon: memory pricing rolls over before the guarantee question is settled, so upstream exposure pays regardless of who ends up holding the West Virginia building.
- September-quarter revenue of 104.6 trillion won against 24.4 trillion won a year earlier makes high-bandwidth memory the cheapest way to own financed AI capacity.
- Trailing operating income of 200.7 trillion won funds the memory build that NVIDIA's commitments are pulling, with $87 billion of supply commitments landing in fiscal 2028.
- Horizon: Vera Rubin allocation for the 460MW building is the near-term catalyst; the risk is the same cycle that would break the West Virginia economics.
- $51.6 billion of total debt against $6.4 billion of cash leaves net debt at 11.5 times EBITDA, with a $1.93 billion trailing net loss.
- If chip-vendor guarantees extend selectively, capacity without a backstop faces a widening funding spread; CoreWeave's $45.2 billion of net debt is the exposure.
- Horizon: the Nscale guarantee talks are the near-term tell; over one to three years, only backstopped or asset-light capacity clears the market.
- NVIDIA's $105 billion SB Energy guarantee and $1.5 billion equity sit on SoftBank Group's side of the ledger, and a Nscale deal would extend the structure to a non-affiliate.
- SoftBank Group's market value has reached 27.2 trillion yen from 10.9 trillion yen a year earlier, capitalising a chip-vendor-backed developer model before it is proven.
- Horizon: if the structure generalises, the developer-with-a-chip-backstop becomes standard; if not, the SB Energy position is where the first mark-down appears.
- Joint lead arranger on Nscale's $3.0 billion of term loans and a partner in NVIDIA's $500 billion financing platform, it earns fees on both sides of the guarantee.
- The existing $1.85 billion Ward County and $1.2 billion Madison County facilities carry investment-grade ratings with stable outlook, which a Nscale backstop would reinforce.
- Horizon: origination and structuring fees accrue over the next two quarters; the risk is balance-sheet exposure if a guarantee is called with no replacement tenant.
