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Analysis · Cross-sector lessons · 3 min read

The spares reserve: compute's version of the maintenance reserve

Aircraft lessors have long made airlines pay to keep the asset in condition. GPU lenders are starting to do the same, with a funded reserve for spare hardware.

Randeep Bubbra | Lawyer | Making the next generation of infrastructure financeable · Firm profile
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The short version
  1. 01Nscale's Ward County loan includes a GPU spares reserve account, funded before distributions.
  2. 02DBRS credited Lambda's spares plan and warranty terms in its A (low) rating.
  3. 03Uptime drives revenue under GPU contracts, so spare parts are a credit issue.

An aircraft operating lease makes the airline pay maintenance reserves as the aircraft flies, and hand it back in a defined condition. The lessor is protecting the asset's value for the next airline.

A GPU lender has a more immediate problem. GPU capacity contracts pay for available compute, and hardware fails. If failed servers are not replaced quickly, availability falls, service credits rise and the cash flow that services the loan shrinks.

Figure 1

Keeping the asset in condition: aircraft against GPUs

ProtectionAircraft leasingGPU financings
Who funds upkeepLessee pays maintenance reserves into the leaseBorrower funds a spares reserve from cash flow (Nscale)
Hand-back standardReturn conditions in every leaseWarranty terms and spares plans (Lambda)
Why it mattersProtects the asset's value for the next lesseeProtects uptime, and so revenue, under the current contract
Who checks itLessor inspections and recordsTechnical advisers and reporting; no common standard yet
Typical aircraft lease terms, simplified. GPU examples from Nscale's SEC filings and the DBRS release on Lambda Compute I.

How the 2026 deals handle it

Nscale's Ward County financing has a GPU spares reserve account among the accounts held with the depositary bank, alongside the debt service reserve and operating reserves. It is funded from cash flow before anything goes back to the sponsor. Lambda's Compute I rating release credits its spares plan and warranty terms as part of the case for A (low).

Both reflect the same idea as the maintenance reserve: the cost of keeping the asset productive is set aside before distributions, rather than left to the sponsor's discretion.

Questions for the next term sheet

  • How is the spares reserve sized: a percentage of the fleet, a failure-rate model or a fixed amount?
  • Does the target grow as the hardware ages and failure rates rise?
  • Can the reserve be met with physical spares on site as well as cash?
  • Do manufacturer warranties cover the same failures, and are they assigned to the lenders?

For in-house counsel

Take it to the documents

The filed wording behind this piece, for the lender’s or the borrower’s side. Previews are open; the full text is free with InfraCompute Weekly.

Sources

  1. Nscale SEC filing, September 2026: sec.gov
  2. Lambda Compute I: lambda.ai

Related

Randeep Bubbra | Lawyer | Making the next generation of infrastructure financeable. Firm profile. Built from public filings, company releases and rating agency reports. General information only, not legal or investment advice; views are personal and not those of any employer or client.

General information only, drawn from public documents and press reports, which are cited. It is not legal, financial or investment advice. Mention of a company or transaction does not mean the author or any firm acted on it, and nothing here is a view on any company's credit. Views are personal and are not those of any employer or client.

Randeep Bubbra

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