Vera Rubin
UK
{"@context":"https://schema.org","@graph":[{"@type":"Service","@id":"https://gpuaas.com/gpu/vera-rubin-cost-per-token#service","name":"Vera Rubin Cost per Token","provider":{"@type":"Organization","name":"GPUaaS.com","url":"https://gpuaas.com"},"serviceType":"GPU cloud infrastructure","description":"Vera Rubin NVL72 cost per token: early-access price per hour, what drives the real number and how it compares with GB300 and B300. Register interest."},{"@type":"WebPage","@id":"https://gpuaas.com/gpu/vera-rubin-cost-per-token#webpage","url":"https://gpuaas.com/gpu/vera-rubin-cost-per-token","name":"Vera Rubin Cost per Token","isPartOf":{"@type":"WebSite","name":"GPUaaS.com","url":"https://gpuaas.com"}},{"@type":"BreadcrumbList","@id":"https://gpuaas.com/gpu/vera-rubin-cost-per-token#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https://gpuaas.com"},{"@type":"ListItem","position":2,"name":"GPU Cloud","item":"https://gpuaas.com/cluster"},{"@type":"ListItem","position":3,"name":"Vera Rubin Cost per Token","item":"https://gpuaas.com/gpu/vera-rubin-cost-per-token"}]},{"@type":"FAQPage","@id":"https://gpuaas.com/gpu/vera-rubin-cost-per-token#faq","mainEntity":[{"@type":"Question","name":"When would Vera Rubin lower cost per token compared with GB300?","acceptedAnswer":{"@type":"Answer","text":"Only if rack-scale memory and bandwidth let you serve a model that would otherwise shard across slower links, and you can keep the rack busy. GB300 offers the same rack-scale approach at a lower and more widely quoted rate, so it is the baseline to beat."}},{"@type":"Question","name":"How should I calculate Vera Rubin cost per million tokens?","acceptedAnswer":{"@type":"Answer","text":"Divide the hourly rate for the capacity you contract by your sustained tokens per hour, then scale to a million tokens, using throughput measured on your own model, precision, context length and batch size. Early-generation published figures rarely match a real serving stack."}},{"@type":"Question","name":"How does the Vera Rubin price compare with GB300 and B300?","acceptedAnswer":{"@type":"Answer","text":"Tracked early-access Vera Rubin pricing starts around $11.00/hr on a reservation-only basis as of September 2026, against a tracked GB300 median near $9.50 and B300's $7.50. The Vera Rubin figure comes from a very thin set of providers and is directional only."}},{"@type":"Question","name":"Will Vera Rubin cost per token improve as software matures?","acceptedAnswer":{"@type":"Answer","text":"A new generation's serving engines and low-precision paths mature over time, so early throughput can sit below eventual throughput. Treat any projected gain as upside to validate, not a default assumption, and confirm engine support for your exact stack."}},{"@type":"Question","name":"Does reserved capacity change Vera Rubin cost per token?","acceptedAnswer":{"@type":"Answer","text":"Reservation terms are how most Vera Rubin capacity is sold today, so the committed rate and your utilisation matter more than a headline on-demand figure. Tell us your timeline and utilisation and we will confirm which commitment fits."}},{"@type":"Question","name":"What is the Vera Rubin price per hour?","acceptedAnswer":{"@type":"Answer","text":"Tracked early-access Vera Rubin pricing starts around $11.00/hr on a reservation-only basis as of September 2026, with one July 2026 industry analysis citing roughly $8.50/hr per chip in 3-year rental cost comparisons. The market is very thin, so Vera Rubin pricing through GPUaaS.com is quoted per enquiry and varies by commitment term and configuration."}}]}]}
GPUAAS.COM · WHOLESALE GPU NETWORK / A HOSTED·AI SERVICE ◆ CAPACITY AVAILABLE · 20+ PARTNERSQUOTES < 24HREV 2026.09
+
+
◆
Vera Rubin cost per million tokens
◆ AVAILABLE

Vera Rubin
cost per token
, at
wholesale price.

Early Vera Rubin NVL72 pricing and what it means for cost per million tokens against GB300 and B300, at
~30% less than hyperscale. Quotes in under 24 hours.

HGX GPU node
GPU generations
8
Architectures
Hopper + Blackwell + Vera Rubin
Vetted partners
20+
Quote turnaround
24 hrs
Commitment
Short / long
QUOTES IN UNDER 24 HOURS VETTED PARTNERS WORLDWIDE SHORT OR LONG TERM COMMITMENT DIRECT OPERATOR CONTRACTS CAPACITY AVAILABLE NOW PLACEMENT YOU SPECIFY
◆ THE SHORT ANSWER

Cost per token is the hourly rate divided by sustained throughput, and for Vera Rubin neither number is settled yet. Tracked early-access pricing starts around $11.00/hr on reservation terms in a very thin market, and the throughput you will actually get on a new generation depends on your model, precision and a serving stack still maturing for it. Vendor figures are a starting point, not a substitute for measuring your own workload. Vera Rubin NVL72 offers 288GB of HBM4 per GPU at 22TB/s across 72 GPUs in one NVLink 6 domain, which can change the serving topology for the largest models, but only if you can keep a rack busy. Register interest and we will confirm what is securable. GB300 cost per token, B300 and B200 are the measurable comparison points today.

+
01
PRICING

What will drive Vera Rubin cost per token

Tracked early-access Vera Rubin pricing starts around $11.00/hr on a reservation-only basis, above GB300's approximate $9.50 median and B300's $7.50. Whether that premium lowers cost per token depends on measured throughput and utilisation, which a new generation has not yet settled.

Market reference as of September 2026, quoted in USD. This is an early, thinly tracked market with few providers quoting publicly, so figures are directional. Cost per token depends on model, precision, context length, batch size and serving engine.
Wholesale rates through GPUaaS.com are quoted per enquiry and vary by commitment term, configuration and placement.

$0$2.50$5$7.50$10$12.50$15/GPU-HR
Early-access rate, reservation-only
Tracked provider, reservation-only
$11.00
Industry reference (3-yr rental TCO)
Per-chip figure, July 2026 analysis
$8.50
Approx. premium band, high end
Directional, thin provider set
~$16.50
Hyperscaler on-demand (projected)
Likely floor once hyperscalers quote broadly
~$18.00
◆ GPUaaS.com wholesale
Vetted partners · direct operator contract
quoted per enquiry
◆ VERY THIN, EARLY MARKET: FEW PROVIDERS QUOTE YET
+
02
◆
What will move Vera Rubin cost per token

The levers that will change Vera Rubin cost per token, and by how much.

Vera Rubin's cost per token is driven by four levers more than by the headline rate: how fully you utilise a rack contracted as 72 GPUs, whether rack-scale memory and HBM4 bandwidth remove sharding overhead a smaller cluster would pay, how mature the serving stack is on a new generation, and the commercial term. Against GB300, the same rack-scale design available now at a lower and more widely quoted rate, Vera Rubin only wins on cost per token if its extra memory bandwidth and rack scale change what you can serve per rack. Early-access rates come from a very thin set of providers and are directional, and vendor throughput figures are no substitute for measuring your own workload. For anything that fits on GB300, B300 or B200, the lower and better-understood rate usually wins today.

/01

Utilisation of the whole rack

A rack is contracted as 72 GPUs, so idle capacity is paid for in full; sustained traffic is the biggest single lever on cost per token.
72 GPUs · utilisation · sustained traffic
/02

Rack-scale memory and bandwidth

Where a model or context would otherwise split across slower links, one NVLink 6 domain and HBM4 bandwidth may raise throughput enough to offset the premium.
NVLink 6 · HBM4 · no sharding
/03

Software maturity on a new generation

A new generation's serving engines and low-precision paths mature over time, so early throughput can sit below eventual throughput.
software maturity · precision · validate
/04

Commercial term

Most Vera Rubin capacity is sold on reservation terms today, so the committed rate matters more than a headline on-demand figure.
reservation-only · committed rate · quoted per enquiry
+
03
◆ LIVE NETWORK · 12 LOCATIONS

Vera Rubin capacity worldwide, in the location you need.

Vera Rubin economics depend on placement and terms, and supply is still forming: confirm real in-country availability and rates in a quote. See Vera Rubin availability by country below.

Read the full guide to GPU cloud in this location →
8
GPU GENERATIONS
20+
VETTED PARTNERS
12
PLACEMENT OPTIONS
24h
QUOTE TURNAROUND
◆ USA◆ CAN◆ UK◆ DEU◆ FRA◆ NLD◆ UAE◆ SAU◆ IND◆ SGP◆ JPN◆ AUS

Every location links to its own page. Click through for local pricing and specs.

04
◆ COST COMPARISON

See how much you save at scale

Wholesale rates against cloud list price for a 64-GPU cluster.

CLUSTER SIZE
8 GPU Servers
64 × GPUS · 730 HRS/MO
ASSUMPTIONS · BLENDED $6.00/GPU-HR · INDICATIVE ONLY
SOURCEEST. MONTHLYVS GPUAAS
Retail cloud
On-demand list price · reserved discounts require lock-in
~$280k
+$84k
Direct datacentre negotiation
Long-term commitment · slow procurement cycle
~$230k
+$34k
◆ BEST VALUE
GPUaaS.com wholesale
Vetted partners · direct operator contract · quotes in 24 hours
~$196k
SAVE ~$84k/MO
Need single-GPU compute? packet.ai has you covered.
+
05
◆ HOW IT WORKS

A matchmaker, not a marketplace.

We connect you to our vetted partners. You contract directly with the operator running your nodes.

STEP 01/4
01

Tell us the requirement

GPU model, count, placement and timeline. Add workload detail if you have it.

STEP 02/4
02

We match capacity

We find vetted partners with capacity that fits, in the jurisdiction you need.

STEP 03/4
03

Quotes in 24 hours

Real quotes from partners who hold the capacity, not listings that may not exist.

STEP 04/4
04

Contract and provision

You contract directly with the operator. We smooth the provisioning process.

Get a quote
Request wholesale rates
in under 24 hours.

Tell us the essentials. We'll line up real quotes from our vetted wholesale partners, and you contract directly with the operator.

◆Quotes in under 24 hours
◆Direct contact with operators
◆Vetted partners, matched to your requirement
◆20+ vetted providers · 12 locations
1
ESSENTIALS
2
OPTIONAL
Contact
Full Name *
Business Email *
Organization *
Preferred Location *
Your Region *
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
GPU Requirements
GPU Model *
PRE-SELECTED
Number of GPUs *
Individual GPU count. 1 node = 8 GPUs.
Get the Best Deal→
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
+
06
◆ FAQ

Frequently Asked Questions

Q1
When would Vera Rubin lower cost per token compared with GB300?

Only if rack-scale memory and bandwidth let you serve a model that would otherwise shard across slower links, and you can keep the rack busy. GB300 offers the same rack-scale approach at a lower and more widely quoted rate, so it is the baseline to beat.

Q2
How should I calculate Vera Rubin cost per million tokens?

Divide the hourly rate for the capacity you contract by your sustained tokens per hour, then scale to a million tokens, using throughput measured on your own model, precision, context length and batch size. Early-generation published figures rarely match a real serving stack.

Q3
How does the Vera Rubin price compare with GB300 and B300?

Tracked early-access Vera Rubin pricing starts around $11.00/hr on a reservation-only basis as of September 2026, against a tracked GB300 median near $9.50 and B300's $7.50. The Vera Rubin figure comes from a very thin set of providers and is directional only.

Q4
Will Vera Rubin cost per token improve as software matures?

A new generation's serving engines and low-precision paths mature over time, so early throughput can sit below eventual throughput. Treat any projected gain as upside to validate, not a default assumption, and confirm engine support for your exact stack.

Q5
Does reserved capacity change Vera Rubin cost per token?

Reservation terms are how most Vera Rubin capacity is sold today, so the committed rate and your utilisation matter more than a headline on-demand figure. Tell us your timeline and utilisation and we will confirm which commitment fits.

Q6
What is the Vera Rubin price per hour?

Tracked early-access Vera Rubin pricing starts around $11.00/hr on a reservation-only basis as of September 2026, with one July 2026 industry analysis citing roughly $8.50/hr per chip in 3-year rental cost comparisons. The market is very thin, so Vera Rubin pricing through GPUaaS.com is quoted per enquiry and varies by commitment term and configuration.