Amazon AWS vs Deep Infra
Compare GPU pricing, features, and specifications between Amazon AWS and Deep Infra cloud providers. Find the best deals for AI training, inference, and ML workloads.
Amazon AWS
Provider 1
Deep Infra
Provider 2
Comparison Overview
Average Price Difference: $0.96/hour between comparable GPUs
GPU Pricing Comparison
| GPU Model ↑ | Amazon AWS Price | Deep Infra Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A10 24GB VRAM • Amazon AWS |  $1.63/hr★ Best | Not Available | — | |
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Amazon AWS | $1.48/hr★ Best 8x GPU | Not Available | — | |
A100 PCIE 40GB VRAM • | ||||
A100 SXM 80GB VRAM • Amazon AWSDeep Infra | $1.48/hr★ Best 8x GPU |  $1.50/hr | ↓$0.02(1.7%) | |
A100 SXM 80GB VRAM • Amazon AWS$1.48/hour 8x GPU configuration Updated: 8/12/2025 ★Best Price Deep Infra$1.50/hour Updated: 5/8/2025 Price Difference:↓$0.02(1.7%) | ||||
B200 192GB VRAM • Amazon AWS | $10.58/hr★ Best 72x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
H100 80GB VRAM • Amazon AWSDeep Infra | $3.93/hr 8x GPU | $2.40/hr★ Best | ↑+$1.53(+63.9%) | |
H100 80GB VRAM • Amazon AWS$3.93/hour 8x GPU configuration Updated: 8/12/2025 Deep Infra$2.40/hour Updated: 5/8/2025 ★Best Price Price Difference:↑+$1.53(+63.9%) | ||||
H200 141GB VRAM • Amazon AWSDeep Infra | $4.33/hr 8x GPU | $3.00/hr★ Best | ↑+$1.33(+44.2%) | |
H200 141GB VRAM • Amazon AWS$4.33/hour 8x GPU configuration Updated: 8/12/2025 Deep Infra$3.00/hour Updated: 5/8/2025 ★Best Price Price Difference:↑+$1.33(+44.2%) | ||||
A10 24GB VRAM • Amazon AWS | $1.63/hr★ Best | Not Available | — | |
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Amazon AWS | $1.48/hr★ Best 8x GPU | Not Available | — | |
A100 PCIE 40GB VRAM • | ||||
A100 SXM 80GB VRAM • Amazon AWSDeep Infra | $1.48/hr★ Best 8x GPU | $1.50/hr | ↓$0.02(1.7%) | |
A100 SXM 80GB VRAM • Amazon AWS$1.48/hour 8x GPU configuration Updated: 8/12/2025 ★Best Price Deep Infra$1.50/hour Updated: 5/8/2025 Price Difference:↓$0.02(1.7%) | ||||
B200 192GB VRAM • Amazon AWS | $10.58/hr★ Best 72x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
H100 80GB VRAM • Amazon AWSDeep Infra | $3.93/hr 8x GPU | $2.40/hr★ Best | ↑+$1.53(+63.9%) | |
H100 80GB VRAM • Amazon AWS$3.93/hour 8x GPU configuration Updated: 8/12/2025 Deep Infra$2.40/hour Updated: 5/8/2025 ★Best Price Price Difference:↑+$1.53(+63.9%) | ||||
H200 141GB VRAM • Amazon AWSDeep Infra | $4.33/hr 8x GPU | $3.00/hr★ Best | ↑+$1.33(+44.2%) | |
H200 141GB VRAM • Amazon AWS$4.33/hour 8x GPU configuration Updated: 8/12/2025 Deep Infra$3.00/hour Updated: 5/8/2025 ★Best Price Price Difference:↑+$1.33(+44.2%) | ||||
Features Comparison
Amazon AWS
- Global Infrastructure
Extensive network of data centers across multiple regions worldwide
- Pay-as-you-go Pricing
Flexible pricing model with no upfront commitments required
- Advanced Security
Comprehensive security tools and compliance certifications
- Auto Scaling
Automatically adjust resources based on demand
- Integrated Services
Extensive ecosystem of services that work seamlessly together
- Developer Tools
Comprehensive suite of tools for development, deployment, and management
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
Amazon AWS
Advantages
- Broad range of compute options including GPUs
- Highly scalable and reliable infrastructure
- Pay-as-you-go pricing with cost optimization tools
- Extensive global network of data centers
Considerations
- Complex pricing structure
- Steep learning curve for new users
- Potential for unexpected costs without proper management
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
Amazon AWS
Amazon EC2
Virtual servers in the cloud with a wide range of instance types.
Amazon ECS
Fully managed container orchestration service.
- Support for Docker containers
- Integration with other AWS services
Amazon EKS
Managed Kubernetes service for container orchestration.
- Certified Kubernetes conformant
- Integrates with AWS networking and security 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.
Pricing Options
Amazon AWS
On-Demand Instances
Pay for compute capacity by the second with no long-term commitments.
Spot Instances
Use spare EC2 capacity at up to 90% off the On-Demand price.
Reserved Instances
Save up to 72% compared to On-Demand pricing with a 1 or 3-year commitment.
Savings Plans
Save up to 72% on compute usage with a 1 or 3-year commitment to a consistent amount of usage.
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
Amazon AWS
- 1
Sign up for AWS
Create an AWS account to access the cloud platform.
- 2
Choose a compute service
Select from EC2, Lambda, or container services based on your workload needs.
- 3
Launch an instance
Configure and launch your first compute instance or container.
- 4
Set up security
Configure security groups and access controls for your resources.
- 5
Monitor and optimize
Use AWS CloudWatch and Compute Optimizer to monitor performance and reduce costs.
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
Support & Global Availability
Amazon AWS
Global Regions
30+ regions and 100+ availability zones worldwide.
Support
Basic (free), Developer, Business, Enterprise support plans with varying response times and features. Extensive documentation, forums, and training 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.
Related Comparisons
Explore how these providers compare to other popular GPU cloud services
Amazon AWS vs Google Cloud
PopularCompare Amazon AWS with another leading provider
Amazon AWS vs Microsoft Azure
PopularCompare Amazon AWS with another leading provider
Amazon AWS vs CoreWeave
PopularCompare Amazon AWS with another leading provider
Amazon AWS vs RunPod
PopularCompare Amazon AWS with another leading provider
Amazon AWS vs Lambda Labs
PopularCompare Amazon AWS with another leading provider
Amazon AWS vs Vast.ai
PopularCompare Amazon AWS with another leading provider