GPU CLOUD

A dedicated GPU, fully under your control No ops required AI-Created Art

Get a GPU cloud with SSH access push your AI code to a repo, or launch directly. We handle containers, scaling, cold starts, and infrastructure — you ship features.

4 GPU families

per hour billing

SSH  / VM-level access

Client Request INFERENCE GATEWAY Load Balancer · Auth · Rate Limit ~2ms routing WORKER 01 A100 · 40GB 75% vRAM WORKER 02 H100 · 80GB 85% vRAM WORKER 03 A100 · 40GB 40% vRAM RESPONSE STREAM JSON · SSE · WebSocket

AVAILABLE GPU TYPES

Pick the GPU that fits the job

Live pricing across 100+ GPU types on one GPU cloud platform, from cost-efficient entry-level GPUs to the latest frontier hardware.

Live from Runpod, Vast.ai, Shadeform
GPU VRAM Max GPUs Best For $ / HR From Availability
NVIDIA H100 SXM 80GB Up to 1x Large model training & high-throughput inference $2.41 / hr Available Now Launch
NVIDIA H100 NVL 94GB Up to 1x Large model training & high-throughput inference $2.78 / hr Limited Launch
NVIDIA H100 PCIe 80GB Up to 8x Large model training & high-throughput inference $2.89 / hr Limited Launch
NVIDIA H100 PCIE 80GB Up to 1x Large model training & high-throughput inference $3.34 / hr Available Now Launch
NVIDIA H200 NVL 140GB Up to 1x Frontier LLM training & long-context inference $3.47 / hr Available Now Launch
NVIDIA H200 140GB Up to 1x Frontier LLM training & long-context inference $3.98 / hr Available Now Launch
NVIDIA H200 SXM 141GB Up to 8x Frontier LLM training & long-context inference $4.59 / hr Available Now Launch
NVIDIA B200 180GB Up to 8x Frontier LLM training & long-context inference $6.79 / hr Limited Launch
NVIDIA B300 288GB Up to 8x Frontier LLM training & long-context inference $7.89 / hr Limited Launch
NVIDIA A100 PCIE 40GB Up to 1x Fine-tuning, mid-size training, inference $0.736 / hr Available Now Launch
NVIDIA A800 PCIE 80GB Up to 1x Large model training & high-throughput inference $0.882 / hr Available Now Launch
NVIDIA A100 SXM4 80GB Up to 1x Large model training & high-throughput inference $1.06 / hr Available Now Launch
NVIDIA A100 PCIe 80GB Up to 8x Large model training & high-throughput inference $1.59 / hr Limited Launch
NVIDIA A100 SXM 80GB Up to 8x Large model training & high-throughput inference $1.59 / hr Available Now Launch
NVIDIA a10080g 80GB Up to 1x Large model training & high-throughput inference $1.65 / hr Available Now Launch
NVIDIA L4 22GB Up to 1x Image/video generation, mid-tier AI workloads $0.336 / hr Limited Launch
NVIDIA L40S 45GB Up to 1x Fine-tuning, mid-size training, inference $0.801 / hr Available Now Launch
NVIDIA L40 48GB Up to 10x Fine-tuning, mid-size training, inference $0.820 / hr Available Now Launch
NVIDIA l4 24GB Up to 1x Image/video generation, mid-tier AI workloads $0.950 / hr Available Now Launch
NVIDIA RTX 5080 16GB Up to 1x Cost-efficient inference & prototyping $0.166 / hr Available Now Launch
NVIDIA RTX 5090 32GB Up to 1x Image/video generation, mid-tier AI workloads $0.401 / hr Limited Launch
NVIDIA RTX 4070S 12GB Up to 1x Cost-efficient inference & prototyping $0.084 / hr Available Now Launch
NVIDIA RTX 4070 12GB Up to 1x Cost-efficient inference & prototyping $0.096 / hr Available Now Launch
NVIDIA RTX 4070 Ti 12GB Up to 1x Cost-efficient inference & prototyping $0.109 / hr Available Now Launch
NVIDIA RTX 4070S Ti 16GB Up to 1x Cost-efficient inference & prototyping $0.136 / hr Available Now Launch
NVIDIA RTX 4080 16GB Up to 1x Cost-efficient inference & prototyping $0.269 / hr Available Now Launch
NVIDIA RTX 4080S 32GB Up to 1x Image/video generation, mid-tier AI workloads $0.313 / hr Available Now Launch
NVIDIA RTX 4090 48GB Up to 1x Fine-tuning, mid-size training, inference $0.373 / hr Available Now Launch
NVIDIA RTX 4080 SUPER 16GB Up to 4x Cost-efficient inference & prototyping $0.500 / hr Available Now Launch
NVIDIA RTX A4000 16GB Up to 1x Cost-efficient inference & prototyping $0.109 / hr Available Now Launch
NVIDIA RTX A6000 45GB Up to 1x Fine-tuning, mid-size training, inference $0.404 / hr Limited Launch
NVIDIA A40 48GB Up to 10x Fine-tuning, mid-size training, inference $0.490 / hr Available Now Launch
NVIDIA RTX PRO 6000 MaxQ 96GB Up to 2x Large model training & high-throughput inference $0.500 / hr Available Now Launch
NVIDIA a6000 48GB Up to 1x Fine-tuning, mid-size training, inference $0.500 / hr Available Now Launch
NVIDIA RTX 6000Ada 48GB Up to 1x Fine-tuning, mid-size training, inference $0.535 / hr Available Now Launch
NVIDIA PRO 6000 MIG 24GB 24GB Up to 32x Image/video generation, mid-tier AI workloads $0.590 / hr Available Now Launch
NVIDIA RTX 6000 Ada 48GB Up to 8x Fine-tuning, mid-size training, inference $0.840 / hr Limited Launch
NVIDIA PRO 6000 MIG 48GB 48GB Up to 16x Fine-tuning, mid-size training, inference $1.09 / hr Available Now Launch
NVIDIA RTX PRO 6000 WS 96GB Up to 1x Large model training & high-throughput inference $1.27 / hr Available Now Launch
NVIDIA RTX PRO 6000 S 96GB Up to 1x Large model training & high-throughput inference $1.40 / hr Available Now Launch
NVIDIA RTX PRO 6000 Max-Q 96GB Up to 1x Large model training & high-throughput inference $1.55 / hr Available Now Launch
NVIDIA RTX PRO 6000 96GB Up to 9x Large model training & high-throughput inference $2.09 / hr Available Now Launch
NVIDIA RTX PRO 6000 WK 96GB Up to 8x Large model training & high-throughput inference $2.19 / hr Limited Launch
NVIDIA MI300X 192GB Up to 8x Frontier LLM training & long-context inference $2.39 / hr Available Now Launch
NVIDIA RTX 4000Ada 20GB Up to 1x Image/video generation, mid-tier AI workloads $0.188 / hr Available Now Launch
NVIDIA RTX A5000 24GB Up to 1x Image/video generation, mid-tier AI workloads $0.233 / hr Available Now Launch
NVIDIA RTX 2000 Ada 16GB Up to 8x Cost-efficient inference & prototyping $0.240 / hr Available Now Launch
NVIDIA RTX A4500 20GB Up to 4x Image/video generation, mid-tier AI workloads $0.250 / hr Available Now Launch
NVIDIA RTX 4500Ada 24GB Up to 1x Image/video generation, mid-tier AI workloads $0.259 / hr Available Now Launch
NVIDIA RTX 4000 Ada 20GB Up to 8x Image/video generation, mid-tier AI workloads $0.280 / hr Limited Launch
NVIDIA RTX 5880Ada 48GB Up to 1x Fine-tuning, mid-size training, inference $0.737 / hr Available Now Launch
NVIDIA RTX 5000 Ada 32GB Up to 4x Image/video generation, mid-tier AI workloads $0.830 / hr Available Now Launch
NVIDIA GTX TITAN X 12GB Up to 1x Cost-efficient inference & prototyping $0.049 / hr Available Now Launch
NVIDIA GTX 1070 8GB Up to 1x Entry-level inference & experimentation $0.049 / hr Available Now Launch
NVIDIA GTX 1660 6GB Up to 1x Entry-level inference & experimentation $0.049 / hr Available Now Launch
NVIDIA RTX 3060 12GB Up to 1x Cost-efficient inference & prototyping $0.050 / hr Available Now Launch
NVIDIA GTX 1080 8GB Up to 1x Entry-level inference & experimentation $0.052 / hr Available Now Launch
NVIDIA GTX 1070 Ti 8GB Up to 1x Entry-level inference & experimentation $0.053 / hr Available Now Launch
NVIDIA RTX 3060 Ti 8GB Up to 1x Entry-level inference & experimentation $0.056 / hr Available Now Launch
Titan Xp 12GB Up to 1x Cost-efficient inference & prototyping $0.056 / hr Available Now Launch
NVIDIA GTX 1080 Ti 11GB Up to 1x Entry-level inference & experimentation $0.056 / hr Available Now Launch
NVIDIA RTX 2070 8GB Up to 1x Entry-level inference & experimentation $0.056 / hr Available Now Launch
NVIDIA Quadro P4000 8GB Up to 1x Entry-level inference & experimentation $0.058 / hr Available Now Launch
NVIDIA GTX 1660 S 6GB Up to 1x Entry-level inference & experimentation $0.058 / hr Available Now Launch
NVIDIA RTX 2060 12GB Up to 1x Cost-efficient inference & prototyping $0.060 / hr Available Now Launch
NVIDIA RTX 2060S 8GB Up to 1x Entry-level inference & experimentation $0.066 / hr Available Now Launch
NVIDIA GTX 1660 Ti 6GB Up to 1x Entry-level inference & experimentation $0.068 / hr Available Now Launch
NVIDIA RTX 2070S 8GB Up to 1x Entry-level inference & experimentation $0.068 / hr Available Now Launch
NVIDIA RTX 3060 laptop 12GB Up to 1x Cost-efficient inference & prototyping $0.068 / hr Available Now Launch
NVIDIA RTX 3080 10GB Up to 1x Entry-level inference & experimentation $0.069 / hr Available Now Launch
NVIDIA RTX 3070 8GB Up to 1x Entry-level inference & experimentation $0.069 / hr Available Now Launch
NVIDIA RTX 5060 8GB Up to 1x Entry-level inference & experimentation $0.070 / hr Available Now Launch
NVIDIA RTX 2080 Ti 11GB Up to 1x Entry-level inference & experimentation $0.082 / hr Available Now Launch
NVIDIA RTX 4060 Ti 16GB Up to 1x Cost-efficient inference & prototyping $0.085 / hr Available Now Launch
NVIDIA RTX 4060 8GB Up to 1x Entry-level inference & experimentation $0.088 / hr Available Now Launch
Titan V 12GB Up to 1x Cost-efficient inference & prototyping $0.090 / hr Available Now Launch
NVIDIA RTX 3070 Ti 8GB Up to 1x Entry-level inference & experimentation $0.097 / hr Available Now Launch
NVIDIA RTX 5070 12GB Up to 1x Cost-efficient inference & prototyping $0.104 / hr Available Now Launch
Tesla P40 24GB Up to 1x Image/video generation, mid-tier AI workloads $0.108 / hr Available Now Launch
NVIDIA RTX 3080 Ti 12GB Up to 1x Cost-efficient inference & prototyping $0.110 / hr Available Now Launch
NVIDIA RTX 5060 Ti 16GB Up to 1x Cost-efficient inference & prototyping $0.122 / hr Available Now Launch
Titan RTX 24GB Up to 1x Image/video generation, mid-tier AI workloads $0.136 / hr Available Now Launch
NVIDIA RTX 3090 24GB Up to 1x Image/video generation, mid-tier AI workloads $0.149 / hr Limited Launch
NVIDIA RTX A2000 6GB Up to 1x Entry-level inference & experimentation $0.156 / hr Available Now Launch
NVIDIA RTX 5070 Ti 16GB Up to 1x Cost-efficient inference & prototyping $0.202 / hr Available Now Launch
Tesla V100 32GB Up to 1x Image/video generation, mid-tier AI workloads $0.226 / hr Available Now Launch
NVIDIA A10 22GB Up to 1x Image/video generation, mid-tier AI workloads $0.243 / hr Available Now Launch
NVIDIA RTX PRO 4000 24GB Up to 1x Image/video generation, mid-tier AI workloads $0.249 / hr Limited Launch
NVIDIA RTX PRO 4500 32GB Up to 1x Image/video generation, mid-tier AI workloads $0.276 / hr Available Now Launch
NVIDIA RTX 3090 Ti 24GB Up to 1x Image/video generation, mid-tier AI workloads $0.338 / hr Available Now Launch
NVIDIA RTX PRO 4500 SE 32GB Up to 8x Image/video generation, mid-tier AI workloads $0.720 / hr Available Now Launch
NVIDIA RTX PRO 5000 48GB Up to 1x Fine-tuning, mid-size training, inference $0.739 / hr Available Now Launch

Full control, dedicated compute

Run it like your own server

VM-level access

SSH into a dedicated GPU instance, install what you need, and run it exactly like your own server.

A GPU allocated to you

Dedicated for the full duration of your session — no sharing, no noisy neighbors.

Pre-built templates

PyTorch, TensorFlow, vLLM, ComfyUI — or bring your own Docker image.  See all templates →

Welcome to InstantGPU · H100 80GB · us-east<br> Persistent volume mounted at /workspace (200GB)
nvidia-smi --query-gpu=name,memory.used --format=csv
NVIDIA H100 80GB, 61,204 MiB / 81,920 MiB
python train.py --config configs/lora.yaml
epoch 3/10 · loss 0.412 · step 1840

GPU CLOUD

Keep costs down: stop, start, and schedule

GPU Cloud is billed per hour, and you control exactly what you pay for by controlling when your instance runs.

Manual stop/start

Pause an instance the moment you're done, and pick up exactly where you left off.

Scheduled stop/start

Set recurring on/off windows — business hours only, or overnight training runs — so you never pay for idle time.

WHAT MAKES GPU CLOUD DIFFERENT

Automatic cross-provider migration

This is what makes GPU cloud different from renting from one provider. If the specific GPU your instance needs isn’t available when you try to start it, here’s what happens automatically.

We search for a match

InstantGPU automatically searches for an equivalent GPU — same model class, same region — across our connected providers.

We migrate you

If a match is found, your instance is migrated automatically. You don't re-provision anything.

Or you choose

If nothing equivalent is available, you're notified with the closest options. You choose, and we handle the migration.

WHO IT’S FOR

Built for dedicated, long - running work

Teams fine-tuning and training

Work that needs dedicated GPU memory and bandwidth, not shared or bursty capacity.

Researchers and labs

Burst capacity when you need it, without signing a long-term cloud contract.

Long-lived workloads

Training jobs and interactive notebooks that don't fit a Serverless cold-start model.

WHY INSTANT GPU

Why not go direct to one GPU provider?

Move fluidly between a dedicated GPU Cloud instance, a Serverless function, and a Public Endpoint — all under one account.

GOING DIRECT
RunPod Contract #1
Vast.ai Contract #2
Shadeform Contract #3
VS
WITH INSTANTGPU
RunPod
Vast.ai
Shadeform

One account, one invoice

Instead of separate contracts with every GPU vendor.

We shop around for you

Continuously sourcing capacity and pricing across multiple GPU clouds.

We move you, not the other way

If capacity disappears, migration happens automatically.

FAQ’S

GPU cloud with SSH access FAQ's

How is this different from Serverless?

GPU Cloud gives you a dedicated, always-on instance you control directly — SSH access, your own environment, persistent storage. Serverless is for event-driven functions that scale to zero when idle, better suited to inference workloads with unpredictable traffic.

Your persistent volume and workspace data are preserved during automatic migration. The system moves your instance to an equivalent GPU without requiring you to re-provision or manually transfer data.

Yes — deploy any custom Docker image on GPU Cloud alongside the pre-built templates for PyTorch, TensorFlow, vLLM, and ComfyUI.

No — GPU Cloud is billed per hour with no long-term contract required. Stop, start, or schedule your instance whenever you need to.

100+ GPU types across 4 GPU families, from entry-level cards to frontier hardware like the H200 and B200, with live per-hour pricing starting at $0.03/hr.

Launch a dedicated GPU in minutes

No sales call required create an account and add a payment method to get started.