Use Case

Full-stack AI. No compromises.

Bare-metal GPUs with compute-centric pricing. From model training to global inference deployment—one platform, full control, no bandwidth penalties.

Cloud AI: virtualized GPUs stealing cycles, egress fees eating margins, and third-party optics limiting your interconnect. Edgevana delivers bare-metal performance with integrated connectivity.

~20%
Faster throughput
vs virtualized GPUs
10G-800G
Connectivity
EdgeLink™ transceivers
40%+
Cost savings
vs OEM optics
0
Bandwidth penalties
Compute-centric pricing
For AI & ML Teams

Bare-metal GPUs without bandwidth penalties. The AI infrastructure you've been waiting for.

OUR
GPU Stack

~20% faster. No virtualization tax.

Direct GPU attachment, predictable PCIe topology, compute-centric pricing. Train larger models, serve more requests.

Bare-metal GPU, ~20% faster

Direct-attached GPUs without virtualization overhead. Predictable PCIe topology and full driver control deliver measurably faster throughput than virtualized alternatives.

No bandwidth penalties

Compute-centric pricing means data-intensive AI pipelines don't blow up your bill. Design for performance, not traffic minimization. Train larger models, serve more requests.

Training to inference, one platform

On-demand for experimentation, reserved for production. Scale from model development to global inference deployment without switching providers.

EdgeLink™ AI connectivity

10G to 800G optical transceivers engineered for AI cluster interconnect. InfiniBand compatibility, same-day custom orders, 40%+ savings vs OEM.

Global inference deployment

Deploy model serving close to users worldwide. Predictable latency across regions without the complexity of managing multiple cloud providers.

Kernel-level optimization

Custom kernels, specialized GPU drivers, NUMA-aware tuning. Optimize every layer of your AI infrastructure—no hypervisor abstractions in the way.

THE
Performance Gap

The virtualization tax is real

Cloud GPUs: shared scheduling, abstracted access, egress fees. Edgevana: bare-metal performance, full control, economics that work.

Bare-metal, dedicated
Full hardware performance
Compute-centric pricing
EdgeLink™ integrated
Others
Virtualized, shared
~15-20% slower
Egress fees
Third-party optics
THE
AI Platform

Why AI teams choose bare metal.

01

Full-stack AI infrastructure: from connectivity (EdgeLink™) to compute to deployment

02

Compute-centric pricing eliminates bandwidth penalties for data-intensive workloads

03

Bare-metal GPUs deliver ~15-20% faster throughput than virtualized alternatives

04

Global edge deployment for inference close to users, not just centralized regions

Access GPU capacity now.

From model training to global inference—one platform, full control, no bandwidth penalties.

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