Own your GPUs instead of renting them

B300, B200, H200, or RTX PRO 6000 servers in your company’s name, hosted in a U.S. data center and run for you.

When owning beats renting

  • Steady usage

    If your GPUs stay busy for two years or more, owning usually costs less than renting.

  • A predictable cost

    A one-time purchase and a fixed data center contract. No surprise rate changes.

  • Dedicated hardware

    No one else runs on your servers, which makes customer security reviews easier.

  • Resale value

    When you upgrade, you can sell or rent out the old servers.

When to keep renting

If your usage is spiky or you only need GPUs for a few months, keep renting. We’ll tell you on the first call if owning doesn’t make sense yet. Compare both for your setup in the rent vs own calculator, or read the math on owning vs renting.

Which GPU for which job

B300
288 GB per GPU, for large models and training. Ballpark $550-650K per server. More on B300
B200
180 GB per GPU, good value for inference. Ballpark $450-500K. More on B200
H200
141 GB per GPU, lower power and easy to get. Ballpark $340K. More on H200
RTX PRO 6000
96 GB per GPU, for inference and fine-tuning at the lowest cost. Ballpark $100-150K. More on RTX PRO 6000

We guide. You decide.

  1. Scope it

    Tell us your workload, budget, and timeline. You get a plan and ballpark costs.

    One call

  2. We build it

    We compare vendors and data centers side by side. You pick, and we handle the rest in your name.

    60-90 days typically

  3. We run it

    Monitoring, repairs, and warranty claims, on an annual contract.

    Ongoing

What it costs

We take no cut of your hardware or data center. Brokers often earn a percentage of what you spend. We charge flat fees, so a better price only saves you money.

Paid to vendors, in your name

  • Hardware

    Servers, networking, and shipping. Paid to the vendor, with nothing added.

  • Colocation

    Space, power, and cooling, usually on a 3-year contract. Paid to the data center.

Paid to us, flat

  • Setup fee

    $25K for 1-7 servers. Half at signing, half when live. Custom pricing for 8 or more.

  • Management fee

    From $1K a month per 4 servers. Covers monitoring, repairs, and warranty claims.

Want a customer for the GPUs? We charge 2.5% of the contract, only if it signs.

Ballpark: one B300 server (8 GPUs)

The server
$550-650K
Shipping
$2,500
Data center
$4-5K a month
Our setup fee
$25K
Our management fee
$1K a month

A cluster also needs networking, about $50-70K per server.

Don’t want to pay for the hardware all at once?

  • Put in half yourself, and we can usually introduce a lender for the other half.
  • Lenders want to see cash or funding of 1.5x the hardware cost. For a $550K server, you put in $275K, the lender covers $275K, and you show $825K.

Tell us what you run today.

  • 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

Questions from startups

Are we too early to buy GPUs?
If your usage is small or changes every month, probably. Owning pays off when the servers stay busy.
Do we pay everything upfront?
Vendors usually take a 20-50% deposit and the rest before shipping. Lenders can finance part of it, and a signed customer contract makes that much easier.
How many servers should we start with?
One is enough. Many startups start with 8 to 16. Our setup fee is the same for 1 to 7.
Can we rent out capacity we don’t use?
Yes. We can find a customer on a multi-year contract, for 2.5% of the contract if it signs.
Who has access to our servers?
Your team holds admin access. We manage the hardware, not your data or models.

Further reading

Hardware and hosting

Ready to stop renting? We’ll run it.

Plan a deployment