What is the difference between Deep Infra and Nebius?

Deep Infra and Nebius are both cloud GPU providers offering different pricing models, features, and GPU availability. Use our comparison tool to see real-time pricing and feature differences.

Which is cheaper: Deep Infra or Nebius?

Pricing varies by GPU model and usage requirements. Check our real-time comparison table to find the best deals for your specific needs.

Can I switch between Deep Infra and Nebius?

Yes, both providers offer flexible cloud GPU services. However, consider factors like data transfer costs, setup time, and specific features when switching between providers.

How many GPU models are available for comparison?

We track pricing for 5 different GPU models across both Deep Infra and Nebius, with 0 models available from both providers.

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Deep Infra vs Nebius

Compare GPU and LLM inference API pricing between Deep Infra and Nebius. Find the best rates for AI training, inference, and ML workloads.

Deep Infra

Provider 1

GPUs Available

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Nebius

Provider 2

GPUs Available

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Comparison Overview

Total GPU Models

Deep Infra GPUs

Nebius GPUs

Direct Comparisons

GPU Pricing Comparison

Total GPUs: 5Both available: 0Deep Infra: 1Nebius: 4

Showing 5 of 5 GPUs

Last updated: 9/22/2026, 7:06:41 PM

GPU Model ↑	Deep Infra Price	Nebius Price	Price Diff ↕	Sources
B200 180GB VRAM • Deep Infra	$3.69/hr★ Best	Not Available	—	Deep Infra
B200 180GB VRAM • Deep Infra $3.69/hour Updated: 9/22/2026 ★Best Price Not Available Deep Infra
H100 SXM 80GB VRAM • Nebius	Not Available	$2.15/hr★ Best	—	Nebius
H100 SXM 80GB VRAM • Not Available Nebius $2.15/hour Updated: 9/21/2026 ★Best Price Nebius
H200 141GB VRAM • Nebius	Not Available	$2.45/hr★ Best	—	Nebius
H200 141GB VRAM • Not Available Nebius $2.45/hour Updated: 9/14/2026 ★Best Price Nebius
HGX B300 288GB VRAM • Nebius	Not Available	$4.30/hr★ Best	—	Nebius
HGX B300 288GB VRAM • Not Available Nebius $4.30/hour Updated: 9/21/2026 ★Best Price Nebius
RTX PRO 6000 96GB VRAM • Nebius	Not Available	$0.95/hr★ Best	—	Nebius
RTX PRO 6000 96GB VRAM • Not Available Nebius $0.95/hour Updated: 9/14/2026 ★Best Price Nebius

B200 180GB VRAM • Deep Infra	$3.69/hr★ Best	Not Available	—	Deep Infra
B200 180GB VRAM • Deep Infra $3.69/hour Updated: 9/22/2026 ★Best Price Not Available Deep Infra
H100 SXM 80GB VRAM • Nebius	Not Available	$2.15/hr★ Best	—	Nebius
H100 SXM 80GB VRAM • Not Available Nebius $2.15/hour Updated: 9/21/2026 ★Best Price Nebius
H200 141GB VRAM • Nebius	Not Available	$2.45/hr★ Best	—	Nebius
H200 141GB VRAM • Not Available Nebius $2.45/hour Updated: 9/14/2026 ★Best Price Nebius
HGX B300 288GB VRAM • Nebius	Not Available	$4.30/hr★ Best	—	Nebius
HGX B300 288GB VRAM • Not Available Nebius $4.30/hour Updated: 9/21/2026 ★Best Price Nebius
RTX PRO 6000 96GB VRAM • Nebius	Not Available	$0.95/hr★ Best	—	Nebius
RTX PRO 6000 96GB VRAM • Not Available Nebius $0.95/hour Updated: 9/14/2026 ★Best Price Nebius

LLM API Pricing Comparison

Total models: 81Both available: 0Deep Infra: 81Nebius: 0

Showing 15 of 81 models

Prices per 1M tokens · Last updated: 9/22/2026, 7:06:41 PM

Model ↑	Deep Infra	Nebius	Input Diff ↕
Claude Fable 5 Anthropic	$10.00 in $50.00 out	Not available	—
Claude Haiku 4.5 Anthropic	$1.00 in $5.00 out	Not available	—
Claude Opus 4.7 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 4.8 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Opus 5 Anthropic	$5.00 in $25.00 out	Not available	—
Claude Sonnet 4.6 Anthropic	$3.00 in $15.00 out	Not available	—
Claude Sonnet 5 Anthropic	$3.00 in $15.00 out	Not available	—
DeepSeek R1 DeepSeek	$0.500 in $2.15 out	Not available	—
DeepSeek V3 DeepSeek	$0.320 in $0.890 out	Not available	—
DeepSeek V3.1 DeepSeek	$0.250 in $0.950 out	Not available	—
DeepSeek V3.2 DeepSeek	$0.260 in $0.380 out	Not available	—
DeepSeek V4 Flash DeepSeek	$0.090 in $0.180 out	Not available	—
DeepSeek V4 Flash Vision DeepSeek	$0.440 in $1.32 out	Not available	—
DeepSeek V4 Pro DeepSeek	$1.30 in $2.60 out	Not available	—
DeepSeek V4.1 Flash DeepSeek	$0.200 in $0.600 out	Not available	—

Features Comparison

Deep Infra

Drop-in OpenAI Replacement
OpenAI-compatible API for 100+ models including DeepSeek, Qwen, Llama 4, Claude, and Gemini families with autoscaling
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, B200, or B300 GPUs
Transparent GPU Pricing
Published per-GPU hourly rates for A100, H100, H200, B200, and B300 with competitive pricing
Owned Inference Infrastructure
Runs on its own inference-optimized hardware in US-based data centers rather than rented capacity
Comprehensive AI APIs
Support for text generation, vision and OCR, embeddings and reranking, image, video and music generation, and speech recognition and synthesis

Nebius

Transparent GPU pricing
Published on-demand rates for extensive NVIDIA GPU lineup including latest Blackwell models
Commitment discounts
Long-term commitments can cut on-demand rates by up to 35%
HGX clusters
Multi-GPU HGX B300/B200/H200/H100 nodes with per-GPU table pricing
Preemptible instances
Cost-effective preemptible GPU pricing for fault-tolerant workloads
Flexible payment options
Support for both credit card and bank transfer payment methods
Self-service console
Launch and manage AI Cloud resources directly from the Nebius console

Pros & Cons

Deep Infra

Advantages

Simple OpenAI-compatible API alongside controllable GPU rentals
Competitive hourly rates for flagship NVIDIA GPUs including latest B200 and B300
Fast provisioning with SSH access for dedicated instances (ready in ~10 seconds)
Supports custom deployments in addition to hosted public models

Considerations

Infrastructure is US-based only, with no published international regions
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 across extensive NVIDIA lineup with commitment discounts available
Latest Blackwell GB300/GB200 and HGX B300/B200/H200/H100 options for cutting-edge AI training
Self-service console with preemptible pricing options for cost optimization
Vertical integration aimed at predictable pricing and performance with flexible payment methods

Considerations

Regional availability is not fully enumerated on public pages
Premium Blackwell GB300/GB200 models 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 Deep Infra's own inference infrastructure.

Drop-in OpenAI replacement - swap base URL, keep existing code
100+ models including the DeepSeek V4, Qwen 3.7, Llama 4, Claude 5, Gemini 3.5, Gemma 4, GLM-5, Kimi K2.7, and Nemotron 3 families

Dedicated GPU Instances

On-demand GPU nodes with SSH access for custom workloads.

GPU Clusters

Multi-node B200 and B300 clusters with SSH access for training and full-control workloads.

Rent a B200 or B300 cluster and run arbitrary workloads
On-demand DGX B300 configurations billed per instance-hour

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 billed per input and output token, with no idle GPU time or minimums

Dedicated GPU hourly rates

Published transparent hourly pricing for A100, H100, H200, B200, and B300 GPUs with pay-as-you-go billing

Per-execution-time billing

Non-LLM models are billed for inference execution time rather than per token

Cached input pricing

Prompt-cached input tokens are billed at a lower rate than uncached input tokens

No long-term commitments

Flexible hourly billing for dedicated instances with no prepayments, contracts, or minimums required

Nebius

On-demand GPU pricing

Published transparent hourly rates for various NVIDIA GPUs with self-service console access.

Preemptible GPU pricing

Cost-effective preemptible instances for fault-tolerant workloads at lower rates.

HGX cluster pricing

Published per-GPU-hour pricing for HGX B300, 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.

Premium Blackwell access

Contact for availability of latest GB300 and GB200 Blackwell Ultra platforms.

Getting Started

Deep Infra

Get Started

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, B200, or B300 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

Get Started

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 from H100, H200, L40S, RTX PRO 6000, or HGX cluster configurations 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

Runs on self-operated, inference-optimized infrastructure in US-based data centers; no international region list is published.

Support

Documentation site, dashboard guidance, Discord community, feedback email (feedback@deepinfra.com), 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.