Nebius AI Studio
Verified ProviderTier 3 InfiniBand Datacenter 4.9 / 5.0 (96 reviews)Hyperscale AI Cloud Infrastructure with 3.2T InfiniBand
Nebius provides industrial-grade GPU clusters built from the ground up for LLM training and high-throughput inference. Exceptional cluster stability and high-bandwidth interconnects.
Nebius AI Studio GPU Catalog & Real-Time Hourly Pricing (6 Tiers)
| GPU Model (Click for Specs) | VRAM | Interconnect | vCPU / System RAM | Spot Hourly | On-Demand Hourly | Actions |
|---|---|---|---|---|---|---|
| NVIDIA L40S 48GB | 48 GB | PCIe 4.0 x16 | 12 vCPUs / 64GB | $0.65/hr-27% | $0.89/hr | |
| NVIDIA A100 SXM4 80GB | 80 GB | NVLink (Fast) | 16 vCPUs / 128GB | $1.20/hr-25% | $1.60/hr | |
| NVIDIA H100 SXM5 80GB | 80 GB | NVLink (Fast) | 32 vCPUs / 256GB | $1.85/hr-24% | $2.45/hr | |
| 8x NVIDIA L40S 48GB | 384 GB | PCIe 4.0 x16 | 96 vCPUs / 512GB | $5.20/hr-27% | $7.12/hr | |
| 8x NVIDIA A100 SXM4 80GB | 640 GB | NVLink (Fast) | 128 vCPUs / 1024GB | $9.60/hr-25% | $12.80/hr | |
| 8x NVIDIA H100 SXM5 80GB | 640 GB | NVLink (Fast) | 128 vCPUs / 1024GB | $14.80/hr-24% | $19.60/hr |
Nebius AI Studio Serverless Token Inference Pricing
| AI Model | Category | Cold Start | Context Window | Input ($/1M or Unit) | Output / 1M Tokens | Speed | Actions |
|---|---|---|---|---|---|---|---|
| Qwen-2.5-Coder-32B-Instruct | LLM | 0s Instant | 128K tokens | $0.20 | $0.25 | 90 tps | |
| Llama-3.3-70B-Instruct | LLM | 0s Instant | 128K tokens | $0.35 | $0.40 | 85 tps | |
| DeepSeek-R1 | LLM | 0s Instant | 160K tokens | $0.80 | $2.40 | 70 tps |
Nebius AI Studio Monthly Cost & Stopped Storage Estimator
Simulate your real-world monthly bill including active GPU compute and stopped persistent volume storage overhead.
When you click Stop Instance on Nebius AI Studio, your GPU compute charge stops, but the 200GB disk volume continues billing 24/7 ($20.00/mo) until you terminate the volume. Always backup checkpoints to HuggingFace or S3 before terminating.
Hourly run-rate: $0.65/hr compute + $0.0274/hr disk
Equivalent cloud capacity on AWS would cost approx. $482/mo for 6h daily runtime.
- •Enterprise-first cloud architecture: credit card authorization and workspace verification required before spinning up 8x H100 clusters.
- •Instances use high-performance network block storage; deleting an instance without taking a snapshot permanently purges ephemeral root disks.
- •Billed in enterprise currency tiers; focus is on production multi-node clusters rather than sub-$1 hobby rigs.
- ✓Purpose-built for cutting-edge AI: features full 3.2 Tbps NVIDIA Quantum-2 InfiniBand fabrics across Tier 4 European supercomputing datacenters.
- ✓Nebius AI Studio offers rock-bottom token pricing for DeepSeek-R1 ($0.80/$2.40 per 1M tokens) with ultra-low European network latency.
- ✓Ideal platform for Megatron-LM, DeepSpeed, and FP8 model training with near-linear multi-node scaling efficiency.
Full-Lifecycle TCO & Hidden Cost EstimatorReal Invoicing
Calculate actual project costs including stopped storage fees and network egress penalties.
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1-Click Docker & SSH Recipes for Nebius AI Studio
Tested terminal commands for immediate deployment on NVIDIA L40S 48GB instances.
# 1. SSH into your Nebius AI Studio instance: # ssh root@<instance_ip> -p <ssh_port> # 2. Launch ComfyUI with FLUX.1 & SDXL model cache: docker run -d --gpus all --name comfyui \ --restart unless-stopped \ -p 8188:8188 \ -v /workspace/ComfyUI/models:/root/ComfyUI/models \ -v /workspace/ComfyUI/output:/root/ComfyUI/output \ yanwk/comfyui-boot:cu124 # Access ComfyUI in your browser at: http://<instance_ip>:8188
Nebius AI Studio Architecture, Gotchas & Engineering Verdict
Nebius AI Studio maintains dedicated enterprise Tier 3/4 colocation facilities with redundant UPS power, multi-gigabit fiber backbones, and formal uptime SLAs.
- ✓Extremely competitive hourly spot rates with up to 60% savings.
- ✓Direct root SSH and Docker container flexibility.
- ✓Instant credit card onboarding with transparent billing.
- !Stopped Storage Fee: Persistent disk volumes accrue billing 24/7 ($0.07/GB/month NVMe) until deleted.
- !Bandwidth Variance: Verify host download speeds before pulling 50GB+ model checkpoints.
Developer Reviews & Telemetry Audit
Aggregated from 96 verified AI engineers deploying vLLM, ComfyUI, and production API workloads.
“Running distributed DeepSeek-V3 671B across multi-node H100 clusters requires enterprise interconnect. Nebius delivered bare-metal equivalent performance with instant Slurm scheduling and zero hidden fees.”