ApexByte Rentals · rental
Priced by the GPU-hour — run first, decide on buying later
Minimum 8 GPUs, 24 hours. Shipped to your facility and ready on power-up, or left in our racks and run by us. Failures during the term are replaced rather than repaired: swapped within 4 hours in our racks, or a replacement dispatched within 4 hours to your facility, arriving at freight pace.
Rate plate
Rates are indicative and move with scale, term and zone; the quote governs. Invoices run on calendar months.
Start, run, return
Start → run → return
A rental is a stretch of time with a beginning and an end, so these three sit on a timeline: three points on a line, one set of numbers each.
01 · Start
How it is priced
Billing unitGPU-hourMinimum8 GPUs / 24 hoursMonthly equivalent8 GPUs ≈ from $5,500 / monthDepositFirst month × 1.0 – 1.5Tiering≥ 90 days at the low endBilled hourly, with a monthly equivalent given as well. Invoices run on calendar months; downtime from failure is deducted hourly and automatically, with no claim needed, capped at the rent. Rates are indicative and the quote governs.
02 · Running
How it is delivered
Dispatch2 – 5 days after confirmationPower-upInstall manual in the box, power on and goOn failureReplaced, not repairedSwap responseDispatched within 4 hoursOnce it is at your facility, power, cooling and network are yours, and you insure the hardware at replacement value while it is on your site. If you want us to run it, see hosting.
03 · Return
How it ends
Return window14 daysOverdue rateDaily rate × 150%Overdue cap30 days of the daily rateEarly exit14 days' written noticeNot shipped by day 45Treated as loss, charged at replacement valueThe tracking number issued on the day you ship is the proof of return, not the delivery signature. The cap only caps rent: loss and abnormal damage are charged at replacement value on top, with the deposit applied first.
What the invoice looks like, and when to switch to buying
Billing · one worked example
On the left, one invoice worked through at real rates. On the right, the same machine rented and bought as two lines. Before they cross, renting costs less; after, buying does.
Rent
One-off
As incurred
Cumulative rent vs one-off purchase · 8-GPU training node
$13,824 / month · at $2.40 GPU-hour
This is arithmetic against current range pricing and excludes depreciation, residual value and cost of capital — make the investment call with your finance team. Rent is a usage fee and does not offset a purchase price. We flag it when you pass the crossover band.
Where this line is the wrong answer
Running flat out beyond 9 months — do not rent
An 8-GPU training machine at $2.40 / GPU-hour for 9 months of continuous running is about $126,000 in rent; buying the same machine outright makes it your asset and carries a 3-year warranty. So somewhere in months 9 – 12 buying usually starts to win — and if the workload is permanent, buy it and leave the machine in our racks. We recalculate the line against your actual term, rate and depreciation basis in the plan.
How far rental scales
Scale · per task
| Tier | Typical workload | Scale | Common term |
|---|---|---|---|
| Training | Foundation-model pre-training, long-context training, multi-node parallel | From 8 GPUs per node with high-speed interconnect; typically 32 – 256 GPUs | Usually 6 months and up, mostly purchase plus hosting |
| Fine-tune & inference | Domain fine-tuning, LoRA, online inference, vector index rebuilds | 8 – 64 GPUs, sized to service peak, redundant across zones if needed | Usually 1 – 12 months; rental and hosting both common |
| Graphics & render | Render farms, visual workloads, virtual workstations | 4 – 16 GPUs, scaled by project batch | Usually weeks to months, mostly rental |
Model, memory, interconnect and itemised pricing are in the plan, within one business day. Quotes are valid 7 days, with scale and scheduling locked to actual conditions on the day.
Rental terms
All termsHow long is the return window, and what does going over cost?
What happens if hardware is lost or dropped?
Can we end a rental early?
What happens if a rented machine fails mid-term?
Request a quote
Tell us what you need to run. Within one business day you get a plan with scale, unit price and a rack-ready date.
Configuration and scheduling depend on your workload, term and zone, so we quote one-to-one. Prices and lead times on this site are indicative ranges and are not an offer.