Ways to invest in GPUs, compared
Every GPU investment is repaid by the company renting the GPUs, by what the GPUs resell for, or both. The route you pick decides which you carry.
A GPU pays back two ways: rent from the company using it, and what it sells for later. Both move. H100s rented for about $8 an hour in 2023 and about $2 by late 2024 (Latent Space).
Every route into GPUs decides which of those two risks you carry, and an offer that says you carry neither is the one to walk away from.
The worst case is a fixed yield with no GPUs behind it. Profit Connect promised 15-30% a year from an “AI supercomputer”, and its owner was convicted of fraud in August 2026 (U.S. Attorney, Nevada). Pick the route by the risk you want to hold, then ask to see the servers and the customer.
Six routes put the two risks in different places
Stocks and REITs hold them indirectly, loans hold the customer, and owning holds both. The exit and the minimum change with them.
| Route | Resale risk | Customer risk | Exit | Minimum |
|---|---|---|---|---|
| Stocks and ETFs | Indirect | Indirect | Same day | One share |
| Data center REITs | None; tenants own the GPUs | Tenants and renewals | Same day | One share |
| Private AI infrastructure funds | The fund’s, shared | The fund’s, shared | Locked for about 12 years | Accredited investors or qualified purchasers |
| GPU bonds and onchain vaults | Behind the borrower’s equity | Through the borrower | Bonds: dealers. Vaults: monthly queues | Bonds: institutions only |
| GPU loans | Behind the equity, secured on the servers | The main risk | Hold to maturity | Millions per deal; funds take less |
| Owning GPU servers | All of it | All of it | About 30 days to sell a server | One server, $100-150K to $550-650K |
A general description of each route, not investment advice. Each is taxed differently; ask your tax advisor.
Public deals show what each route holds
Each example names what the investor owns and how it gets out. Bonds and loans are repaid by a borrower out of what its customers pay. Vaults add a withdrawal queue.
| Route | Example | Source |
|---|---|---|
| Stocks | CoreWeave, a GPU cloud, listed on Nasdaq in March 2025. | CoreWeave |
| REITs | Digital Realty leases data center space, power and interconnection; tenants bring the servers. | 10-K |
| Funds | BlackRock, Global Infrastructure Partners, Microsoft and MGX’s AI Infrastructure Partnership set out to raise $30 billion of equity for AI data centers and power. | BlackRock |
| Funds | Infrastructure funds average a 1.49% management fee and run about 11 years and 9 months before extensions. | Preqin |
| Bonds | CoreWeave sold $1.25 billion of 9.625% notes due 2032, only to qualified institutional buyers and non-U.S. persons. | CoreWeave |
| Bonds | Lambda placed $1 billion of secured GPU debt at 6.78% fixed with insurers and fixed-income investors, backed by two investment-grade customers. | Lambda |
| Onchain vaults | USD.AI’s sUSDai earns interest from GPU-backed loans and Treasury bills. Withdrawals run in 30-day epochs, and the yield is not guaranteed. | USD.AI |
| Onchain vaults | GAIB’s sAID tracks a portfolio of AI infrastructure financings, pays out withdrawals monthly, takes 20% of rewards, and excludes U.S. persons. | GAIB |
| Loans | Great Elm Capital, a listed BDC, holds CoreWeave first-lien loans. | 10-Q |
| Loans | Carlyle Tactical Private Credit, an interval fund, holds CoreWeave delayed-draw loans and buys back 5-25% of its shares each quarter. | Annual report |
Onchain GPU loans are listed in the onchain GPU financing tracker; debt positions in depth in investing in AI infrastructure.
Owning carries both risks, so the contract comes first
An owner is paid by the customer first and the resale second. Our conservative band puts a B300 bought in 2026 at 37-50% of its price by 2028 (American Compute), so most of the money has to come from rent.
A take-or-pay contract carries that rent. The customer pays for every hour for 2-3 years, whether it uses the GPUs or not, and it is signed before the servers ship. One server costs $100-150K for an RTX PRO 6000 to $550-650K for a B300; the family office guide walks through eight.
A fixed yield with no named customer is a red flag
A fixed return needs a signed customer behind it. Market rent moves, so an offer that promises a fixed return from GPU rentals without naming the customer and the contract is promising something the market does not pay.
Hosted-hardware schemes can sell machines that don’t exist. The SEC alleges Geosyn Mining sold hosted mining machines it never bought for some investors (SEC).
Ask for the specifics. Which servers, by serial number, in which data center; who the customer is and whether a contract is signed; who holds title; and how you get out.
Considering owning GPU servers? Tell us your budget.
- A call with our CTO about what you need
- Ballpark costs and timelines for your budget
- A straight answer if it’s not a fit
Prefer email? hello@amcompute.com
Investing in GPUs: questions
- Are guaranteed returns from GPU rentals real?
- No. GPU rent moves with the market, and a fixed or guaranteed return from GPU or “computing power” rentals is a feature of schemes regulators have charged.
- Do data center REITs own GPUs?
- No. Equinix and Digital Realty lease space, power and connections; their tenants own the servers. A REIT holder carries tenant and renewal risk; GPU resale risk stays with the tenants.