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High-density NVIDIA GPU servers in a MillionMiner US data center
GPU hosting & colocation (2026)

GPU Hosting & Colocation
for AI Workloads

Hyperscale GPU infrastructure for AI training, deep learning, local LLM deployment and high-throughput inference.

Host your enterprise AI servers and high-density GPU racks in our Tier-3 US data centers. All-inclusive power from $0.07/kWh with zero maintenance surcharges, zero setup fees, and 24/7 on-site remote hands.

Calculate hosting & TCO cost
Your GPUs stay yours No cloud lock-in No 3-month sales cycles Deploy in days
$0.07
per kWh
all-inclusive

As featured on

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95+ MWUS & global operating
data center capacity
$0.07–$0.08All-inclusive industrial
electric rate per kWh
99.9%Guaranteed power &
cooling uptime SLA
Since 2020Operating high-density
infrastructure, 4 US sites
Tier-3 / Tier-4 facility standard SOC 2 Type II compliant 24/7 on-site remote hands 4.7★ rating on Trustpilot

We are the operator, not a broker — our own sites, our own substations, our own staff on the floor.

Built for AI (01)

Your stack, racked and running

Training, inference, vision and scientific compute, the four AI workload shapes we power today, with the frameworks each one actually runs.

LLM pre-training & distributed fine-tuning

Large-scale model training across multi-node clusters, with the interconnect and power density that keeps all-reduce from becoming the bottleneck.

PyTorchDeepSpeedMegatron-LMvLLMFSDPNCCL

High-throughput real-time inference

Ultra-low-latency API deployment for local LLMs, vision-language models and enterprise RAG pipelines on dedicated bare metal.

TensorRT-LLMTritonvLLMSGLangKServe

Computer vision & image processing

High-density batch rendering, Stable Diffusion pipelines and generative AI video workloads that bill by the GPU-hour everywhere else.

ComfyUIDiffusersOpenCVFFmpeg NVENC

BioTech, genomics & autonomous systems

High-performance computing, matrix-heavy simulation and scientific compute clusters that run continuously for months.

CUDAMPISlurmJAXOpenMM
What we host (02)

From a single 1U node to a pre-integrated 42U cabinet

This floor hosts the full spectrum: PCIe gpu server builds on RTX 6000 Ada, RTX 5090 and L40S; the h100 server class, 8xh100 SXM5 nodes drawing 10.2 kW; H200 141GB HBM3e; and Blackwell B200 platforms with direct to chip liquid cooling on the roadmap for 100 kW plus installations.

01 / 04 · keep scrolling
PCIe GPU server, 4U chassis with eight double-width accelerators 1U to 8U

PCIe GPU servers

Single or multi-GPU workstation and server nodes. The workhorse for inference, fine-tuning and mixed workloads.

  • GPUsNVIDIA RTX 6000 Ada, RTX 5090, L40S, A100 PCIe
  • Form factor1U, 2U, 4U and 8U rackmount
  • DensityTypically 2–6 kW per chassis
  • CoolingPrecision air, front-to-back containment
  • Networking1 GbE out-of-band + 10/25 GbE data
  • Turnaround24–48 hours from arrival
NVIDIA HGX 8-GPU SXM baseboard inside an open server chassis 8-GPU SXM

Enterprise HGX / DGX platforms

The dense SXM systems that carry serious training runs, air- or liquid-cooled depending on the site your deployment lands in.

  • Platforms8× H100 SXM5, H200 141GB HBM3e, Blackwell B200 HGX
  • Density~10–14 kW per node
  • CoolingAir-cooled today; direct-to-chip liquid on request
  • InterconnectNVLink internal, InfiniBand or RoCE v2 between nodes
  • AccessFull out-of-band IPMI / BMC from day one
  • Turnaround3–5 business days
Fully integrated 42U AI rack with structured cabling and PDUs 42U cabinets

High-density integrated racks

Pre-integrated cabinets we power, cool, cable and load-test as one unit, so the rack arrives on the floor as a finished system.

  • Capacity20 kW to 80 kW+ per rack
  • PowerA/B feeds, metered PDUs per cabinet
  • CoolingPrecision air, rear-door heat exchangers, DLC-ready
  • UplinksUp to 100 GbE per rack
  • SpaceHalf rack, full rack or dedicated row
  • Turnaround3–5 business days
Staged GPU servers being prepared for rack integration Zero-delay

Turnkey buy-and-host rigs

Buy the system from our AI hardware store and it moves from our inventory straight to the data center floor — no shipping, no customs, no delay.

  • SourceMillionMiner AI hardware catalog, new with warranty
  • LogisticsDDP, no shipping tax, no import handling for you
  • IntegrationRacked the same week the order clears
  • BillingOne monthly invoice, hardware plus hosting
  • SupportSame remote hands and SLA as BYO hardware
  • TurnaroundStock dependent, typically under 2 weeks
Browse the AI hardware store
The operator difference (03)

Why host with us instead of renting or leasing

Hyperscalers rent you time. Asset-light GPU clouds rent you someone else's box. We run the building your hardware sits in.

Feature / metric
Hyperscale clouds (AWS, Azure)
Asset-light GPU clouds (RunPod, Vast)
MillionMiner GPU hosting
Who owns the GPUs
They do — you rent time
They or a third-party host
You do, permanently
Pricing model
Per GPU-hour, plus egress
Per GPU-hour, marketplace-priced
All-inclusive $0.07–$0.08 per kWh
Egress / data transfer
Metered and billed
Varies by host
None
Hardware access
Virtualized instance
Container or VM on a shared host
Bare metal, full root and IPMI
Capacity for H100 / H200
Quota-gated, waitlists
Marketplace supply, can be reclaimed
Contracted rack space and power
Who runs the facility
The hyperscaler
Thousands of third-party hosts
We do — our sites, our substations
Time to first rack
Days, if quota clears
Minutes
24–48 h a node, 3–5 days a rack
Sales cycle
4–12 weeks enterprise contracting
Self-serve
Quote in 24 hours
Lock-in
Committed-use discounts, 1–3 yrs
None, and no guarantees either
12 / 24 / 36 months, your call
Support model
Tiered tickets
Community and host goodwill
24/7 on-site remote hands
Data sovereignty
Shared multi-tenant
Unknown co-tenants
Private cage and air-gap options
Best fit
Bursty, short experiments
Cheap short experiments
Continuous training and production inference
Capacity & pricing (04)

Published bands, not "contact sales"

Three capacity bands by power draw and rack space. Published rates, published turnaround. Your quote confirms the site, the density and the term.

Tier 1 — Single node to 20 kW

1U–8U servers
$0.075
per kWh, all-inclusive
Turnaround
24–48 hours
  • Out-of-band IPMI / BMC access
  • A/B power feeds per node
  • 1 GbE management port
  • 10 / 25 GbE data uplink
  • Remote hands included
  • Month-to-month available
Most requested

Tier 2 — High-density racks, 20–200 kW

Half and full 42U cabinets
$0.07
per kWh + metered rack space
Turnaround
3–5 business days
  • Up to 80 kW rack cooling
  • 100 GbE uplinks
  • Liquid-cooling ready cabinets
  • Dedicated VLAN and private IP block
  • A/B metered PDUs
  • Named account engineer

Tier 3 — Wholesale clusters, 200 kW+

Dedicated cages and private MW suites
Custom
industrial PPA rates
Turnaround
Custom schedule
  • Private locked cage
  • Custom BGP routing and IP transit
  • Dedicated remote-hands team
  • InfiniBand cluster fabric
  • Direct-to-chip liquid cooling
  • Capacity reserved ahead of build

All bands include power, cooling, physical security, network transit and remote hands. No setup fee, no maintenance surcharge, no egress bill.

TCO calculator (05)

What owning and hosting actually costs

Pick your node, your count and your term. The numbers update as you type, no email gate.

units
$per GPU-hour

Lambda on-demand H100 sits near $2.99/GPU-hour; AWS p5 on-demand is several times that. Raise it to match the quote you were given.

Your total power draw40.8 kW
Capacity band & rateTier 2 · $0.07/kWh
MillionMiner hosting, monthly$2,085
Cloud rental equivalent, monthly$69,846
Estimated 36-month saving
$2,439,394
Versus renting the same eight GPUs per node in the cloud for the same period. Hardware purchase excluded — tick the box to fold it in.
Get exact quote

Indicative only. Power is billed on measured draw at the published band rate; a real quote confirms the site, rack space, cooling method and term.

Buy & host (06)

Hardware and facility under one roof

Don't own GPUs for AI yet? Buy the system from us and it never leaves our supply chain. It goes from our inventory to the data center floor.

Choosing a GPU server configuration from the catalog 1

Select your system

Choose a stocked NVIDIA HGX platform or PCIe GPU server from our catalog, or tell us the workload and we size it for you.

Hardware moving from inventory straight into the rack 2

Instant deployment

Hardware moves directly from our inventory to the data center floor — DDP, no shipping tax, no customs handling on your side.

Hardware and hosting merged into one monthly statement 3

One monthly invoice

Hardware finance and hosting on a single combined statement, with one account engineer for both.

Lenovo HGX H200 8-GPU AI server

Lenovo HGX H200

8× H200 141GB HBM3e · in stock, new with warranty, racked the week your order clears.

Supermicro 4U PCIe GPU server with eight accelerators

Supermicro 4U PCIe

8× RTX 6000 Ada · in stock, new with warranty, racked the week your order clears.

Custom pre-integrated 42U AI rack

Custom 42U AI rack

Pre-integrated, 20–80 kW · in stock, new with warranty, racked the week your order clears.

Browse AI hardware catalog
Inside a MillionMiner US data center
Scale you can build on

95 MW of US power. One team from purchase to production.

Industrial power, cooling and uptime are the genuinely hard parts of AI GPU hosting, and they are exactly what we already operate, every day, at scale.

0Power under our control
0Uptime since 2020
0US facilities, own substations
Facility architecture (07)

The physical layer, in detail

What your CTO and DevOps lead will ask about before signing: power redundancy, cooling headroom and operating track record.

Industrial substation and standby diesel generators at a US data center

Power & redundancy

Utility feeds backed by N+1 / 2N UPS, on-site industrial diesel generators and 72-hour fuel contracts. Our own substations mean we buy power at industrial rates and pass the rate through, rather than reselling someone else’s.

Rear-door heat exchangers and liquid cooling manifolds on a GPU rack

High-density cooling roadmap

Advanced precision air cooling today, rear-door heat exchangers (RDHx) for dense cabinets, and direct-to-chip liquid cooling (DLC) support for 100 kW+ Blackwell and B200 installations.

Hot-aisle containment inside a MillionMiner US facility

Operating track record

Built on years of running high-density infrastructure at 99.9% uptime across four US sites, with technicians physically on the floor 24/7 — not a dispatch queue.

Where your hardware would actually sit

Nebraska US data center
25 MW
Nebraska
Missouri A US data center
25 MW
Missouri A
Missouri B US data center
25 MW
Missouri B
Mississippi US data center
20 MW
Mississippi
Network architecture (08)

North-south transit and east-west fabric

Distributed training dies on the interconnect long before it dies on the GPUs. Both planes, separately engineered.

NORTH – SOUTH Tier-1 carrier A100 GbE Tier-1 carrier B100 GbE, diverse Border routersBGP / IPv4 + IPv6 Edge firewallDDoS scrubbing Your VLAN private /29 or larger zero-egress option EAST – WEST CLUSTER FABRIC InfiniBand spine NDR 400G / HDR 200G non-blocking Leaf switch A Leaf switch B HGX 1 HGX 2 HGX 3 HGX 4 HGX 5 HGX 6 HGX 7 HGX 8

Swipe the diagram sideways →

North-south public connectivity

Redundant Tier-1 carrier uplinks at 10 GbE and 100 GbE, static IPv4 and IPv6 allocation, custom BGP sessions on request, and optional zero-egress flat bandwidth plans — so pulling a checkpoint out does not generate a bill.

East-west cluster fabric

Ultra-low-latency InfiniBand (HDR 200G / NDR 400G) and RoCE v2 networking for distributed HGX and DGX multi-node training, in a non-blocking spine-leaf topology sized to your node count.

Data center technician servicing a GPU server with a KVM crash cart
On the floor
24 / 7 / 365
Operations & access (09)

Root access from day one, hands on site when you need them

You administer the hardware exactly as if it were in your own rack. We handle everything that requires being physically present.

Out-of-band IPMI / KVM — full root access to bare metal from day one
SLA-backed remote hands — cable re-seating, power cycles, component diagnostics
Telemetry portal — live power draw in kW, thermals and bandwidth per node
RMA & parts handling — on-site spares pool and direct vendor coordination
Security & compliance (10)

Your data stays yours

Physical asset safety, access control and the compliance frameworks our facilities are built against.

SOC 2 Type II ISO 27001 HIPAA frameworks 24/7 CCTV, 90-day retention Client NDA coverage

Compliance protocols

Facility alignment with SOC 2 Type II, ISO 27001 and HIPAA compliance frameworks. Audit documentation and control mapping are shared under NDA during technical due diligence.

Physical security

Biometric multi-factor access, 24/7 CCTV surveillance with 90-day retention, gated perimeter access and logged escort procedures for every visit to the floor.

Data privacy

Air-gapped network options, private dedicated cages and client NDA coverage as standard. We never touch your workloads, your models or your data — we run the building around them.

Rent or own (11)

When renting wins, and when it stops winning

We will tell you honestly if hosting is the wrong shape for what you are doing.

Rent

Short bursts under 30 days

For a one-off benchmark, a hackathon, a two-week fine-tune or a spiky evaluation run, per-hour GPU rental is the right tool. You pay a premium per hour, but you pay it for hours instead of months, and nothing sits idle.

Also rent when your utilization is genuinely below roughly 25%, or you have not yet decided which GPU generation you need.

Own & host

Continuous work beyond 90 days

For continuous model training or production LLM inference running past 90 days, owning the hardware and hosting it with us cuts total cost of ownership by well over 60% compared with cloud rental — and the GPUs are still yours at the end of the term.

Also host when you need bare-metal performance, guaranteed capacity, data sovereignty, or you simply cannot get H100/H200 quota where you are.

Deployment profiles (12)

What a deployment of each size looks like

The three shapes we quote most often, with the power, timeline and operating envelope that comes with each.

Inference pilot

Single node

Configuration
8× H100 SXM5, 1 node
Power draw
10.2 kW
Time to live
24–48 h from arrival
Band & rate
Tier 1 · $0.075/kWh
Networking
10 GbE + IPMI
Typical term
Month-to-month
Production inference

Half to full rack

Configuration
4–8 HGX nodes
Power draw
40–85 kW
Time to live
3–5 business days
Band & rate
Tier 2 · $0.07/kWh
Networking
100 GbE + private VLAN
Typical term
12–36 months
Distributed training

Multi-rack cluster

Configuration
24+ HGX nodes
Power draw
250 kW+
Time to live
Custom engineering schedule
Band & rate
Tier 3 · custom PPA
Networking
InfiniBand NDR fabric
Typical term
24–36 months

Every deployment runs on the same 99.9% uptime commitment, the same remote-hands cover and the same telemetry portal.

FAQ (13)

GPU hosting questions, answered

GPU hosting, also called GPU colocation, means your GPU hardware runs in our data center. We provide power, cooling, networking, physical security and uptime, and you keep full control of the machines. A GPU cloud rents you time on shared hardware by the hour. Hosting gives you dedicated bare metal, no virtualization tax and no egress fees.
Power is billed all-inclusive by measured draw: $0.075 per kWh for single nodes up to 20 kW, $0.07 per kWh plus metered rack space for 20 to 200 kW, and custom industrial PPA rates above 200 kW. There is no setup fee, no maintenance surcharge and no egress bill. The TCO calculator on this page gives you a working estimate in a few clicks.
Yes. Ship us the H100, H200, A100, L40S or RTX servers you already own and we receive, inspect, rack, power, cool, network and monitor them in a US facility. You can also buy the hardware from us and skip the shipping step entirely.
PCIe GPU servers from 1U to 8U (RTX 6000 Ada, RTX 5090, L40S, A100), enterprise HGX and DGX platforms with 8× H100 SXM5 or H200 141GB HBM3e, Blackwell B200 HGX systems, and fully integrated 42U cabinets from 20 kW to 80 kW+.
A single node is live 24 to 48 hours after it reaches the facility. A half or full rack takes 3 to 5 business days. Wholesale clusters above 200 kW run on a custom engineering schedule agreed up front. There is no multi-month enterprise sales cycle in between.
Air cooling handles H100 and H200 nodes today. For dense Blackwell and B200 installations we support rear-door heat exchangers and direct-to-chip liquid cooling. The cooling method for your deployment is confirmed on the quote against the specific site it lands in.
East-west cluster fabric uses InfiniBand (HDR 200G / NDR 400G) or RoCE v2 in a non-blocking spine-leaf topology sized to your node count. North-south transit runs on redundant Tier-1 carrier uplinks with static IPv4/IPv6 and optional BGP sessions.
No metered egress. Bandwidth is included in the hosting rate, and zero-egress flat plans are available for workloads that move large checkpoints or datasets in and out regularly.
For continuous workloads, substantially. Hyperscaler H100 on-demand runs several dollars per GPU-hour before egress, plus a virtualization tax against bare metal. Our model removes the per-hour scarcity premium and the egress bill. Past roughly 90 days of continuous use, owning and hosting typically cuts total cost of ownership by well over 60%.
Full out-of-band IPMI / KVM and root access from day one, exactly as if the machine were in your own rack. Plus a telemetry portal with live power draw, thermals and bandwidth per node.
SLA-backed remote hands are on the floor 24/7/365 for cable re-seating, power cycles and component diagnostics. We keep an on-site spares pool and coordinate RMAs directly with the manufacturer so replacements do not wait on your shipping department.
Four US facilities on our own utility feeds and substations: Nebraska (25 MW), two Missouri sites (50 MW combined) and Mississippi (20 MW) — 95 MW in total, with 24/7 on-site technicians.
A 99.9% power and cooling uptime SLA, backed by redundant utility feeds, N+1 / 2N UPS, on-site diesel generators with fuel contracts, and industrial cooling across all four sites.
SOC 2 Type II, ISO 27001 and HIPAA frameworks, with biometric multi-factor physical access, 24/7 CCTV at 90-day retention and gated perimeter control. Control documentation is shared under NDA during technical due diligence.
Yes. Private dedicated cages are standard in Tier 3, and air-gapped network options are available in any band where the workload requires it. Client NDA coverage applies across every deployment.
Yes. We supply NVIDIA H100, H200, A100, L40S and RTX systems, new with warranty, and bundle procurement and hosting into a single monthly invoice. Hardware moves from our inventory straight to the floor — DDP, no shipping tax on your side.
Yes, and most customers do. You can start on a single node in Tier 1 and grow into a half rack, a full rack or a private cage in the same facility, without moving hardware between sites.
We have operated more than 30,000 machines across four US facilities since 2020 at 99.9% uptime, on 95 MW of power we control, with our own substations and staff on the floor. Industrial power, cooling and uptime at 10 kW-plus per rack are the hard parts of AI hosting — and they are exactly what we already do every day. The GPU-specific layer is cooling headroom and interconnect, and that is what we build to your spec.
Get a hosting quote

Tell us your setup. A full quote inside 24 hours.

Tell us the workload and roughly how much compute you need. An infrastructure engineer comes back with rate, site, cooling method and timeline. No commitment — and we will say so if hosting is the wrong fit.

Colocation, managed hosting, or buy and host in one
All-inclusive power from $0.07/kWh, no egress fees
Start with one node, scale to a private cage later

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