Question 1

How much cheaper is VoltageGPU compared to AWS?

Accepted Answer

VoltageGPU is up to 78% cheaper than AWS for equivalent GPU compute. For example, an A100 80GB costs $2.02/hr on VoltageGPU vs $3.43/hr per GPU on AWS (p4d.24xlarge). H100 costs $2.77/hr vs $4.30/hr on AWS (p5.48xlarge).

Question 2

Which GPU is best for AI training?

Accepted Answer

For AI training, the H100 80GB offers the best performance with significantly faster training than A100. For cost-effectiveness, the RTX 4090 at $0.37/hour provides excellent value for smaller models and prototyping.

Question 3

How does VoltageGPU inference pricing compare to OpenAI?

Accepted Answer

VoltageGPU AI inference is significantly cheaper. DeepSeek-R1 costs $0.46/$1.85 per 1M tokens (input/output) on VoltageGPU vs $15/$60 on OpenAI o1 — a savings of over 95%.

Question 4

Does VoltageGPU offer confidential GPU compute?

Accepted Answer

Yes. VoltageGPU offers Intel TDX encrypted H100 GPUs via Targon — hardware-level encryption not available on AWS, RunPod, or Lambda Labs. Your data and model weights are encrypted in memory.

GPU	VoltageGPU	AWS	Savings
H200 8x	$26.60/hr	$45.23/hr	41%
H100 8x	$22.16/hr	$34.40/hr	36%
A100 8x	$16.16/hr	$27.45/hr	41%

Model	VoltageGPU	OpenAI	Savings
DeepSeek-R1	$0.46/$1.85 per M tokens	GPT-4o: $2.50/$10.00	81%
Qwen3-32B	$0.15/$0.44 per M tokens	GPT-4.1-mini: $0.40/$1.60	72%

GPU Cloud Benchmarks 2026 — VoltageGPU vs AWS vs RunPod

GPU Pricing Comparison

AI Inference Cost Comparison

GPU Cloud Benchmarks

GPU Compute — VoltageGPU vs AWS

AI Inference — VoltageGPU vs OpenAI

Confidential Compute

Targon H100 — Encrypted GPU Compute

ROI Calculator

AI Startup

Inference API

Fine-Tuning

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