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NVIDIA Nemotron 3 Super - blazing-fast agentic AI, ready to deploy today!

Deep Infra · DeepCluster

Your own
AI cluster.
We run it.

A dedicated NVIDIA Blackwell B300 GPU cluster — procured, deployed, and operated by Deep Infra — hosted in a Tier 3 datacenter. You own the hardware. We handle the rest.
NVIDIA B300 · All-in · GPU-hour · 3-yr term
$2.99
vs $6.50 on public cloud
$1.98/ GPU-hr on 5-year term
54%cheaper than cloud
256–5,000GPUs available
3–5 yearcontract terms
How it works

Four steps to your cluster

From initial design to a production-ready NVIDIA B300 cluster — no internal headcount required.
01DesignWe architect the cluster to fit your workload — server density, InfiniBand topology, rack layout, and datacenter power.
02ProcureDeep Infra negotiates directly with Supermicro, Dell, HPE, and Lenovo. OEM pricing, without the procurement overhead.
03DeployWe select a Tier 3 facility, install all equipment, run the IB fabric validation, and hand the cluster over to you.
04Operate24/7 monitoring, firmware and OS management, and OEM break-fix coordination — ongoing for the life of the contract.
Why DeepCluster

Built for teams serious about compute

When you need reliable, high-performance AI infrastructure at scale, public cloud isn't the right answer.
$
Lowest cost per GPU-hourOwning dedicated hardware eliminates the cloud provider margin. Under $3/GPU-hour all-in on a 3-year term — less than half the public cloud rate.
100% dedicated capacityNo noisy neighbors, no spot interruptions. Every GPU in the cluster is yours, all the time — ideal for large training runs and latency-sensitive inference.
Hardware on your balance sheetYou own the equipment from day one — eligible for depreciation, CapEx treatment, and retains residual value at end of contract.
Zero ops overheadDeep Infra manages procurement, datacenter selection, deployment, monitoring, and OEM warranty coordination.
Scale from 128 to 5,000 GPUsStart with a 256-GPU cluster and expand as your compute needs grow — no rearchitecting required.
Tier 3 uptime & security99.982% uptime SLA, redundant power, cooling, and physical security — meeting enterprise and compliance requirements.
Cost advantage

Up to 70% cheaper than public cloud

All-in NVIDIA B300 cost per GPU-hour including hardware amortization, datacenter, power, and Deep Infra management fee.
Configuration
DeepCluster
Public Cloud
Total Savings
256 GPU · 3-year term
$2.99/GPU-hr
$6.50/GPU-hr
$23M+
54% cheaper
256 GPU · 3-year term
$2.99/GPU-hr
$6.50 /GPU-hr
Save $23M+
54% cheaper
256 GPU · 5-year term
$1.98/GPU-hr
$6.50/GPU-hr
$50M+
70% cheaper
256 GPU · 5-year term
$1.98/GPU-hr
$6.50 /GPU-hr
Save $50M+
70% cheaper
512 GPU · 3-year term
$2.99/GPU-hr
$6.50/GPU-hr
$47M+
54% cheaper
512 GPU · 3-year term
$2.99/GPU-hr
$6.50 /GPU-hr
Save $47M+
54% cheaper
512 GPU · 5-year term
$1.98/GPU-hr
$6.50/GPU-hr
$100M+
70% cheaper
512 GPU · 5-year term
$1.98/GPU-hr
$6.50 /GPU-hr
Save $100M+
70% cheaper
Public cloud reference: $6.50/GPU-hr (NVIDIA B200/B300, on-demand). Savings over full contract term vs. cloud at equivalent utilization.
Hardware

Best-in-class NVIDIA infrastructure

Every DeepCluster is built on NVIDIA Blackwell B300 GPUs with full-speed InfiniBand XDR fabric.
Compute
GPUNVIDIA Blackwell B300
Memory per GPU288 GB HBM3e · 8 TB/s
FP4 Performance14,000 TFLOPS per GPU
FP8 Performance7,000 TFLOPS per GPU
FP16 Performance3,500 TFLOPS per GPU
GPUs per server8 × B300
Networking
GPU InterconnectNVLink 5 · 1.8 TB/s per GPU
Network FabricInfiniBand · 800 Gbps/GPU · 6.4 Tb/s per server
InternetRedundant high-speed uplinks
Infrastructure
StorageOptional high-performance storage cluster
DatacenterTier 3 colocation · 99.982% uptime SLA
Server OEMsSupermicro · Dell · HPE · Lenovo
FAQ

Common questions

Everything you need to know about deploying a DeepCluster.
What contract terms are available?We offer 3-year and 5-year terms. Longer commitments unlock lower per-GPU-hour pricing. All contracts include full hardware ownership from day one.
Can I scale my cluster after signing?Yes. You can expand your cluster at any time by adding servers. We handle procurement, racking, and integration into your existing InfiniBand fabric.
Who owns the hardware?You do. The GPUs and servers go on your balance sheet from day one — eligible for depreciation and CapEx treatment. At end of contract, the equipment is yours.
What does Deep Infra manage?Everything operational: datacenter selection, hardware procurement, deployment, 24/7 monitoring, firmware updates, OS management, and OEM break-fix coordination.
Where is the cluster hosted?In a Tier 3 colocation facility with 99.982% uptime SLA, redundant power, cooling, and physical security. We can work with your preferred region.
Is storage included?An optional high-performance storage cluster can be added to your deployment. Contact our team to discuss capacity and throughput requirements.
Ready to get started?

Build your DeepCluster today

Tell us your NVIDIA B300 GPU count and timeline. Our team will send a custom proposal with firm hardware pricing and a full TCO breakdown.Contact Sales