Amazon AWS vs RunPod
Compare GPU pricing, features, and specifications between Amazon AWS and RunPod cloud providers. Find the best deals for AI training, inference, and ML workloads.
Amazon AWS
Provider 1
RunPod
Provider 2
Comparison Overview
Average Price Difference: $1.80/hour between comparable GPUs
GPU Pricing Comparison
| GPU Model ↑ | Amazon AWS Price | RunPod Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A10 24GB VRAM • Amazon AWS |  $1.63/hr★ Best | Not Available | — | |
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Amazon AWSRunPod | $1.48/hr★ Best 8x GPU |  $1.89/hr | ↓$0.41(22.0%) | |
A100 SXM 80GB VRAM • Amazon AWSRunPod | $1.48/hr 8x GPU | $0.79/hr★ Best | ↑+$0.69(+86.7%) | |
A100 SXM 80GB VRAM • Amazon AWS$1.48/hour 8x GPU configuration Updated: 8/12/2025 RunPod$0.79/hour Updated: 11/30/2025 ★Best Price Price Difference:↑+$0.69(+86.7%) | ||||
A40 48GB VRAM • RunPod | Not Available | $0.40/hr★ Best | — | |
A40 48GB VRAM • | ||||
B200 192GB VRAM • Amazon AWSRunPod | $10.58/hr 72x GPU | $5.98/hr★ Best | ↑+$4.60(+77.0%) | |
B200 192GB VRAM • Amazon AWS$10.58/hour 72x GPU configuration Updated: 8/12/2025 RunPod$5.98/hour Updated: 11/30/2025 ★Best Price Price Difference:↑+$4.60(+77.0%) | ||||
H100 80GB VRAM • Amazon AWSRunPod | $3.93/hr 8x GPU | $1.35/hr★ Best | ↑+$2.58(+191.3%) | |
H100 80GB VRAM • Amazon AWS$3.93/hour 8x GPU configuration Updated: 8/12/2025 RunPod$1.35/hour Updated: 11/30/2025 ★Best Price Price Difference:↑+$2.58(+191.3%) | ||||
H200 141GB VRAM • Amazon AWSRunPod | $4.33/hr 8x GPU | $3.59/hr★ Best | ↑+$0.74(+20.5%) | |
H200 141GB VRAM • Amazon AWS$4.33/hour 8x GPU configuration Updated: 8/12/2025 RunPod$3.59/hour Updated: 11/30/2025 ★Best Price Price Difference:↑+$0.74(+20.5%) | ||||
L40 40GB VRAM • RunPod | Not Available | $0.69/hr★ Best | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • RunPod | Not Available | $0.40/hr★ Best | — | |
L40S 48GB VRAM • | ||||
RTX 3090 24GB VRAM • RunPod | Not Available | $0.14/hr★ Best | — | |
RTX 3090 24GB VRAM • | ||||
RTX 4090 24GB VRAM • RunPod | Not Available | $0.20/hr★ Best | — | |
RTX 4090 24GB VRAM • | ||||
RTX 6000 Ada 48GB VRAM • RunPod | Not Available | $0.40/hr★ Best | — | |
RTX 6000 Ada 48GB VRAM • | ||||
RTX A4000 16GB VRAM • RunPod | Not Available | $0.09/hr★ Best | — | |
RTX A4000 16GB VRAM • | ||||
RTX A5000 24GB VRAM • RunPod | Not Available | $0.11/hr★ Best | — | |
RTX A5000 24GB VRAM • | ||||
RTX A6000 48GB VRAM • RunPod | Not Available | $0.25/hr★ Best | — | |
RTX A6000 48GB VRAM • | ||||
A10 24GB VRAM • Amazon AWS | $1.63/hr★ Best | Not Available | — | |
A10 24GB VRAM • | ||||
A100 PCIE 40GB VRAM • Amazon AWSRunPod | $1.48/hr★ Best 8x GPU | $1.89/hr | ↓$0.41(22.0%) | |
A100 SXM 80GB VRAM • Amazon AWSRunPod | $1.48/hr 8x GPU | $0.79/hr★ Best | ↑+$0.69(+86.7%) | |
A100 SXM 80GB VRAM • Amazon AWS$1.48/hour 8x GPU configuration Updated: 8/12/2025 RunPod$0.79/hour Updated: 11/30/2025 ★Best Price Price Difference:↑+$0.69(+86.7%) | ||||
A40 48GB VRAM • RunPod | Not Available | $0.40/hr★ Best | — | |
A40 48GB VRAM • | ||||
B200 192GB VRAM • Amazon AWSRunPod | $10.58/hr 72x GPU | $5.98/hr★ Best | ↑+$4.60(+77.0%) | |
B200 192GB VRAM • Amazon AWS$10.58/hour 72x GPU configuration Updated: 8/12/2025 RunPod$5.98/hour Updated: 11/30/2025 ★Best Price Price Difference:↑+$4.60(+77.0%) | ||||
H100 80GB VRAM • Amazon AWSRunPod | $3.93/hr 8x GPU | $1.35/hr★ Best | ↑+$2.58(+191.3%) | |
H100 80GB VRAM • Amazon AWS$3.93/hour 8x GPU configuration Updated: 8/12/2025 RunPod$1.35/hour Updated: 11/30/2025 ★Best Price Price Difference:↑+$2.58(+191.3%) | ||||
H200 141GB VRAM • Amazon AWSRunPod | $4.33/hr 8x GPU | $3.59/hr★ Best | ↑+$0.74(+20.5%) | |
H200 141GB VRAM • Amazon AWS$4.33/hour 8x GPU configuration Updated: 8/12/2025 RunPod$3.59/hour Updated: 11/30/2025 ★Best Price Price Difference:↑+$0.74(+20.5%) | ||||
L40 40GB VRAM • RunPod | Not Available | $0.69/hr★ Best | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • RunPod | Not Available | $0.40/hr★ Best | — | |
L40S 48GB VRAM • | ||||
RTX 3090 24GB VRAM • RunPod | Not Available | $0.14/hr★ Best | — | |
RTX 3090 24GB VRAM • | ||||
RTX 4090 24GB VRAM • RunPod | Not Available | $0.20/hr★ Best | — | |
RTX 4090 24GB VRAM • | ||||
RTX 6000 Ada 48GB VRAM • RunPod | Not Available | $0.40/hr★ Best | — | |
RTX 6000 Ada 48GB VRAM • | ||||
RTX A4000 16GB VRAM • RunPod | Not Available | $0.09/hr★ Best | — | |
RTX A4000 16GB VRAM • | ||||
RTX A5000 24GB VRAM • RunPod | Not Available | $0.11/hr★ Best | — | |
RTX A5000 24GB VRAM • | ||||
RTX A6000 48GB VRAM • RunPod | Not Available | $0.25/hr★ Best | — | |
RTX A6000 48GB VRAM • | ||||
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
RunPod
- Secure Cloud GPUs
Access to a wide range of GPU types with enterprise-grade security
- Pay-as-you-go
Only pay for the compute time you actually use
- API Access
Programmatically manage your GPU instances via REST API
- Fast cold-starts
Pods typically ready in 20-30 s
- Hot-reload dev loop
SSH & VS Code tunnels built-in
- Spot-to-on-demand fallback
Automatic migration on pre-empt
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
RunPod
Advantages
- Competitive pricing with pay-per-second billing
- Wide variety of GPU options
- Simple and intuitive interface
Considerations
- GPU availability can vary by region
- Some features require technical knowledge
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
RunPod
Pods
On‑demand single‑node GPU instances with flexible templates and storage.
Instant Clusters
Spin up multi‑node GPU clusters in minutes with auto networking.
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.
RunPod
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.
RunPod
- 1
Create an account
Sign up for RunPod using your email or GitHub account
- 2
Add payment method
Add a credit card or cryptocurrency payment method
- 3
Launch your first pod
Select a template and GPU type to launch your first instance
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.
RunPod
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