Deep Infra vs Nebius
Compare GPU pricing, features, and specifications between Deep Infra and Nebius cloud providers. Find the best deals for AI training, inference, and ML workloads.
Deep Infra
Provider 1
Nebius
Provider 2
Comparison Overview
Average Price Difference: $1.96/hour between comparable GPUs
GPU Pricing Comparison
| GPU Model ↑ | Deep Infra Price | Nebius Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A100 SXM 80GB VRAM • Deep Infra |  $0.89/hr★ Best | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • Deep InfraNebius | $2.49/hr★ Best |  $5.50/hr | ↓$3.01(54.7%) | |
B200 192GB VRAM • Deep Infra$2.49/hour Updated: 3/10/2026 ★Best Price Nebius$5.50/hour Updated: 3/9/2026 Price Difference:↓$3.01(54.7%) | ||||
H100 80GB VRAM • Deep InfraNebius | $1.69/hr★ Best | $3.00/hr 8x GPU | ↓$1.31(43.6%) | |
H100 80GB VRAM • Deep Infra$1.69/hour Updated: 3/10/2026 ★Best Price Nebius$3.00/hour 8x GPU configuration Updated: 3/10/2026 Price Difference:↓$1.31(43.6%) | ||||
H200 141GB VRAM • Deep InfraNebius | $1.99/hr★ Best | $3.56/hr 8x GPU | ↓$1.57(44.0%) | |
H200 141GB VRAM • Deep Infra$1.99/hour Updated: 3/10/2026 ★Best Price Nebius$3.56/hour 8x GPU configuration Updated: 3/10/2026 Price Difference:↓$1.57(44.0%) | ||||
L40S 48GB VRAM • Nebius | Not Available | $1.55/hr★ Best | — | |
L40S 48GB VRAM • | ||||
A100 SXM 80GB VRAM • Deep Infra | $0.89/hr★ Best | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • Deep InfraNebius | $2.49/hr★ Best | $5.50/hr | ↓$3.01(54.7%) | |
B200 192GB VRAM • Deep Infra$2.49/hour Updated: 3/10/2026 ★Best Price Nebius$5.50/hour Updated: 3/9/2026 Price Difference:↓$3.01(54.7%) | ||||
H100 80GB VRAM • Deep InfraNebius | $1.69/hr★ Best | $3.00/hr 8x GPU | ↓$1.31(43.6%) | |
H100 80GB VRAM • Deep Infra$1.69/hour Updated: 3/10/2026 ★Best Price Nebius$3.00/hour 8x GPU configuration Updated: 3/10/2026 Price Difference:↓$1.31(43.6%) | ||||
H200 141GB VRAM • Deep InfraNebius | $1.99/hr★ Best | $3.56/hr 8x GPU | ↓$1.57(44.0%) | |
H200 141GB VRAM • Deep Infra$1.99/hour Updated: 3/10/2026 ★Best Price Nebius$3.56/hour 8x GPU configuration Updated: 3/10/2026 Price Difference:↓$1.57(44.0%) | ||||
L40S 48GB VRAM • Nebius | Not Available | $1.55/hr★ Best | — | |
L40S 48GB VRAM • | ||||
Features Comparison
Deep Infra
- Serverless Model APIs
OpenAI-compatible endpoints for 100+ models with autoscaling and pay-per-token billing
- Dedicated GPU Rentals
B200 instances with SSH access spin up in about 10 seconds and bill hourly
- Custom LLM Deployments
Deploy your own Hugging Face models onto dedicated A100, H100, H200, or B200 GPUs
- Transparent GPU Pricing
Published per-GPU hourly rates for A100, H100, H200, and B200 with competitive pricing
- Inference-Optimized Hardware
All hosted models run on H100 or A100 hardware tuned for low latency
Nebius
- Transparent GPU pricing
Published on-demand rates for H100 and H200 plus L40S options
- Commitment discounts
Long-term commitments can cut on-demand rates by up to 35%
- HGX clusters
Multi-GPU HGX B200/H200/H100 nodes with per-GPU table pricing
- Self-service console
Launch and manage AI Cloud resources directly from the Nebius console
- Docs-first platform
Comprehensive documentation across compute, networking, and data services
Pros & Cons
Deep Infra
Advantages
- Simple OpenAI-compatible API alongside controllable GPU rentals
- Competitive hourly rates for flagship NVIDIA GPUs including latest B200
- Fast provisioning with SSH access for dedicated instances (ready in ~10 seconds)
- Supports custom deployments in addition to hosted public models
Considerations
- Region list is not clearly published in the public marketing pages
- Primarily focused on inference and GPU rentals rather than broader cloud services
- Newer player compared to established cloud providers
Nebius
Advantages
- Transparent published hourly GPU pricing for H100/H200/L40S with commitment discounts available
- HGX B200/H200/H100 options for dense multi-GPU training
- Self-service console plus contact-sales for larger commitments
- Vertical integration aimed at predictable pricing and performance
Considerations
- Regional availability is not fully enumerated on public pages
- Blackwell pre-orders and large HGX capacity require sales engagement
- Pricing for ancillary services (storage/network) is less visible than GPU rates
Compute Services
Deep Infra
Serverless Inference
Hosted model APIs with autoscaling on H100/A100 hardware.
- OpenAI-compatible REST API surface
- Runs 100+ public models with pay-per-token pricing
Dedicated GPU Instances
On-demand GPU nodes with SSH access for custom workloads.
Nebius
AI Cloud GPU Instances
On-demand GPU VMs with published hourly rates and commitment discounts.
HGX Clusters
Dense multi-GPU HGX nodes for large-scale training.
Pricing Options
Deep Infra
Serverless pay-per-token
OpenAI-compatible inference APIs with pay-per-request billing on H100/A100 hardware
Dedicated GPU hourly rates
Published transparent hourly pricing for A100, H100, H200, and B200 GPUs with pay-as-you-go billing
No long-term commitments
Flexible hourly billing for dedicated instances with no prepayments or contracts required
Nebius
On-demand GPU pricing
Published transparent hourly rates for H200, H100, and L40S GPUs with self-service console access.
HGX cluster pricing
Published per-GPU-hour pricing for HGX B200, HGX H200, and HGX H100 multi-GPU nodes.
Commitment discounts
Save up to 35% versus on-demand with long-term commitments and larger GPU quantities.
Blackwell pre-order
Pre-order NVIDIA Blackwell platforms through the sales contact form.
Getting Started
Deep Infra
- 1
Create an account
Sign up (GitHub-supported) and open the Deep Infra dashboard
- 2
Enable billing
Add a payment method to unlock GPU rentals and API usage
- 3
Pick a GPU option
Choose serverless APIs or dedicated A100, H100, H200, or B200 instances
- 4
Launch and connect
Start instances with SSH access or call the OpenAI-compatible API endpoints
- 5
Monitor usage
Track spend and instance status from the dashboard and shut down when idle
Nebius
- 1
Create an account
Sign up and log in to the Nebius AI Cloud console.
- 2
Add billing or credits
Attach a payment method to unlock on-demand GPU access.
- 3
Pick a GPU SKU
Choose H100, H200, L40S, or an HGX cluster size from the pricing catalog.
- 4
Launch and connect
Provision a VM or cluster and connect via SSH or your preferred tooling.
- 5
Optimize costs
Apply commitment discounts or talk to sales for large reservations.
Support & Global Availability
Deep Infra
Global Regions
Region list not published on the GPU Instances page; promo mentions Nebraska availability alongside multi-region autoscaling messaging.
Support
Documentation site, dashboard guidance, Discord community link, and contact-sales options.
Nebius
Global Regions
GPU clusters deployed across Europe and the US; headquarters in Amsterdam with engineering hubs in Finland, Serbia, and Israel (per About page).
Support
Documentation at docs.nebius.com, self-service AI Cloud console, and contact-sales for capacity or commitments.
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