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
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
Considerations
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
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
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
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
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.
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