Microsoft Azure vs Deep Infra

Compare GPU pricing, features, and specifications between Microsoft Azure and Deep Infra cloud providers. Find the best deals for AI training, inference, and ML workloads.

Microsoft Azure logo

Microsoft Azure

Provider 1

0
GPUs Available
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Deep Infra logo

Deep Infra

Provider 2

3
GPUs Available
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Comparison Overview

3
Total GPU Models
Microsoft Azure logo
0
Microsoft Azure GPUs
Deep Infra logo
3
Deep Infra GPUs
0
Direct Comparisons

GPU Pricing Comparison

Total GPUs: 3Both available: 0Microsoft Azure: 0Deep Infra: 3
Showing 3 of 3 GPUs
Last updated: 12/9/2025, 3:16:10 PM
A100 SXM
80GB VRAM •
Not Available
Deep InfraDeep Infra
$1.50/hour
Updated: 5/8/2025
Best Price
H100
80GB VRAM •
Not Available
Deep InfraDeep Infra
$2.40/hour
Updated: 5/8/2025
Best Price
H200
141GB VRAM •
Not Available
Deep InfraDeep Infra
$3.00/hour
Updated: 5/8/2025
Best Price

Features Comparison

Microsoft Azure

  • Azure AI

    Comprehensive suite of AI services and tools for building intelligent applications

  • Enterprise Integration

    Seamless integration with Microsoft ecosystem and enterprise tools

  • Hybrid Capabilities

    Strong hybrid and multi-cloud support with Azure Arc

  • Advanced Security

    Industry-leading security features and compliance certifications

  • Global Scale

    Extensive worldwide network of data centers and edge locations

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 rates: A100 $0.89/hr, H100 $1.69/hr, H200 $1.99/hr, B200 $2.49/hr promo

  • Inference-Optimized Hardware

    All hosted models run on H100 or A100 hardware tuned for low latency

Pros & Cons

Microsoft Azure

Advantages
  • Strong enterprise integration and support
  • Comprehensive AI and machine learning services
  • Advanced security and compliance features
  • Extensive hybrid cloud capabilities
Considerations
  • Complex pricing and billing structure
  • Can be expensive for certain workloads
  • Steeper learning curve for new users

Deep Infra

Advantages
  • Simple OpenAI-compatible API alongside controllable GPU rentals
  • Competitive hourly rates for flagship NVIDIA GPUs including B200 promo pricing
  • Fast provisioning with SSH access for dedicated instances
  • 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
  • B200 promo pricing is time-limited per site note

Compute Services

Microsoft Azure

Azure Virtual Machines

GPU-enabled VMs for various workloads

Azure Kubernetes Service (AKS)

Managed Kubernetes service with GPU support

  • Integrated GPU node pools
  • Automated scaling and updates
Azure Machine Learning

End-to-end ML platform with GPU acceleration

  • Automated ML capabilities
  • Integrated MLOps

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.

Pricing Options

Microsoft Azure

Pay-as-you-go

Flexible pricing with no upfront commitment

Reserved VM Instances

Save up to 72% with 1 or 3-year commitments

Spot VMs

Up to 90% savings for interruptible workloads

Azure Hybrid Benefit

Cost savings for existing Windows Server and SQL Server licenses

Deep Infra

Serverless pay-per-token

OpenAI-compatible inference APIs with pay-per-request billing on H100/A100 hardware

Dedicated GPU hourly rates

Published pricing: A100 $0.89/hr, H100 $1.69/hr, H200 $1.99/hr, B200 $2.49/hr promo (then $4.49/hr)

B200 GPU rentals

SSH-accessible B200 nodes with flexible hourly billing and promo pricing noted on the site

Getting Started

Microsoft Azure

Get Started
  1. 1
    Create an Azure account

    Sign up for Azure and get started with free credits

  2. 2
    Set up your environment

    Configure your subscription, resource groups, and access controls

  3. 3
    Choose compute services

    Select from VMs, containers, or serverless based on your needs

  4. 4
    Deploy resources

    Launch your first GPU-enabled instance or AI service

Deep Infra

Get Started
  1. 1
    Create an account

    Sign up (GitHub-supported) and open the Deep Infra dashboard

  2. 2
    Enable billing

    Add a payment method to unlock GPU rentals and API usage

  3. 3
    Pick a GPU option

    Choose serverless APIs or dedicated A100, H100, H200, or B200 instances

  4. 4
    Launch and connect

    Start instances with SSH access or call the OpenAI-compatible API endpoints

  5. 5
    Monitor usage

    Track spend and instance status from the dashboard and shut down when idle

Support & Global Availability

Microsoft Azure

Global Regions

60+ regions worldwide with multiple availability zones

Support

Basic, Developer, Standard, and Professional Direct support plans with 24/7 options. Extensive documentation and community resources.

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.