2026 Edition — Live Data

VoltageGPU

Technical Whitepaper

GPU Compute, AI Inference, Fine-Tuning & Confidential Compute
Architecture, Live Benchmarks & Cost Analysis

...
GPUs Online
200+
AI Models
4
Products
Up to 78%
vs AWS
Download PDF
Section I

The Four Products

VoltageGPU offers four products across four Bittensor subnets, each solving a different GPU/AI need.

GPU Compute
Subnet 51 (Lium) — Per-second billing
Deploy GPU pods in under 60 seconds. Choose from RTX 3090 to B200. SSH, web terminal, Jupyter included. Pre-built templates (PyTorch, vLLM, TensorRT, ComfyUI) or bring your own Docker image. No minimum commitment, no egress fees.
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AI Inference API
Subnet 64 (Chutes) — OpenAI-compatible
200+ models accessible via a single API. Drop-in replacement for OpenAI SDK — just change base_url. Pay per token. Autoscaling built in. Supports chat completions, completions, embeddings, and image generation.
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Managed Fine-Tuning
Subnet 56 (Gradients) — No GPU management
Fine-tune any HuggingFace model with your data. Text SFT, Chat SFT, DPO alignment, and Image LoRA. No GPU infrastructure to manage — upload your dataset, pick a base model, we handle the rest. 25,000+ jobs completed.
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Confidential Compute
Subnet 4 (Targon) — Intel TDX Enclaves
Hardware-level encryption with Intel TDX and TVM. Your data never leaves the secure enclave — encrypted in transit, at rest, and in use. HIPAA, SOC2, and GDPR compliant. For healthcare, finance, and government workloads.
B200 TDX192 GB$7.50/h
H200 TDX141 GB$3.60/h
H100 TDX80 GB$2.69/h
Section II

Powered by Bittensor

Bittensor is a decentralized machine intelligence network where compute providers (miners) compete to deliver the best performance at the lowest cost. Validators continuously benchmark miners, rewarding the most efficient with TAO tokens.

VoltageGPU aggregates GPU supply from miners worldwide across 4 subnets, applies quality-of-service filtering, and presents it through a clean dashboard and API. The result: enterprise-grade GPU access at peer-to-peer prices.

Because supply is globally distributed and incentive-aligned, prices naturally converge toward hardware cost plus minimal margin — far below hyperscaler pricing.

SN51 — Lium
GPU Compute. Miners provide raw GPU pods. VoltageGPU adds templates, SSH, billing.
SN64 — Chutes
AI Inference. Miners run model endpoints. VoltageGPU provides the OpenAI-compatible API layer.
SN56 — Gradients
Fine-Tuning. Miners run training jobs. VoltageGPU manages datasets, hyperparams, delivery.
SN4 — Targon
Confidential Compute. Miners provide TDX-enabled hardware. Data never leaves the enclave.
Section III

Live Benchmarks

All prices on this page are fetched live from our APIs. They update in real-time as supply changes.

GPU Compute — Live Pricing

B200
192 GB HBM3e
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H200
141 GB HBM3e
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H100
80 GB HBM3
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A100
80 GB HBM2e
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RTX 4090
24 GB GDDR6X
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A100 80GB — Hourly Cost (live)
VoltageGPU
$1.48/h
RunPod
$2.49/h
AWS
$6.98/h

AI Inference — Popular Models (live)

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Section IV

API & SDK Compatibility

VoltageGPU is a drop-in replacement for the OpenAI SDK. Change two lines — base_url and api_key — and your existing code works instantly. Python, Node.js, Go, Rust, cURL. Zero migration effort.

Python — 2 lines to switch
from openai import OpenAI

client = OpenAI(
    base_url="https://api.voltagegpu.com/v1",
    api_key="YOUR_API_KEY"
)

response = client.chat.completions.create(
    model="deepseek-ai/DeepSeek-R1",
    messages=[{"role": "user", "content": "Hello!"}],
    stream=True
)

for chunk in response:
    print(chunk.choices[0].delta.content, end="")

Endpoints

  • POST/v1/chat/completions
  • POST/v1/completions
  • GET/v1/models
  • POST/v1/embeddings
  • POST/v1/images/generations
Section V

Enterprise & Security

99.9% SLA
Enterprise plans include a 99.9% uptime SLA with financial credits. Priority support with 4-hour response time. Dedicated account manager.
GDPR & DPA
Fully GDPR compliant. Data Processing Agreement available for download. Data stored in EU (Frankfurt) by default. Right to deletion enforced.
Confidential Compute
Intel TDX hardware enclaves ensure data is encrypted even during processing. HIPAA and SOC2 compatible for healthcare and finance workloads.
Volume Pricing
Enterprise plans start at $5,000/month with volume discounts. Custom GPU clusters, reserved capacity, and invoice-based billing (NET30).
Migration Assistance
48-hour migration support from AWS, GCP, or RunPod. Same CUDA stack, same Docker images, same SSH workflow. We help you switch.
Section VI

ROI Calculator

See exactly how much you save by switching your AI inference to VoltageGPU.

Tokens / Month400M in + 260M out
VoltageGPU Cost$174.40
OpenAI GPT-4.1$2,880.00
$2,705.60
Monthly Savings (94%)
Section VII

Get Started

1. Sign Up
Create an account with Google or email. $5 free credit, no credit card required.
2. Pick a Product
GPU Pod, Inference API, Fine-Tuning, or Confidential Compute. Mix and match.
3. Deploy
Pod ready in <60 seconds. API key works instantly. Fine-tuning starts in minutes.
4. Scale
Per-second billing. Scale up or down instantly. Enterprise plans for high-volume.
© 2026 VoltageGPU. All rights reserved. Powered by Bittensor. Prices shown are live and may change based on network supply.