Amazon AWS vs CoreWeave
Compare GPU pricing, features, and specifications between Amazon AWS and CoreWeave cloud providers. Find the best deals for AI training, inference, and ML workloads.
Amazon AWS
Provider 1
CoreWeave
Provider 2
Comparison Overview
Average Price Difference: $1.85/hour between comparable GPUs
GPU Pricing Comparison
| GPU Model ↑ | Amazon AWS Price | CoreWeave 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 AWSCoreWeave | $1.48/hr★ Best 8x GPU |  $2.70/hr8x GPU | ↓$1.23(45.4%) | |
B200 192GB VRAM • Amazon AWSCoreWeave | $10.58/hr 72x GPU | $8.60/hr★ Best 8x GPU | ↑+$1.98(+23.0%) | |
GH200 96GB VRAM • CoreWeave | Not Available | $6.50/hr★ Best | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • Amazon AWSCoreWeave | $3.93/hr★ Best 8x GPU | $6.16/hr 8x GPU | ↓$2.22(36.1%) | |
H200 141GB VRAM • Amazon AWSCoreWeave | $4.33/hr★ Best 8x GPU | $6.30/hr 8x GPU | ↓$1.98(31.4%) | |
L40 40GB VRAM • CoreWeave | Not Available | $1.25/hr★ Best 8x GPU | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | Not Available | $2.25/hr★ Best 8x GPU | — | |
L40S 48GB VRAM • | ||||
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 AWSCoreWeave | $1.48/hr★ Best 8x GPU | $2.70/hr 8x GPU | ↓$1.23(45.4%) | |
B200 192GB VRAM • Amazon AWSCoreWeave | $10.58/hr 72x GPU | $8.60/hr★ Best 8x GPU | ↑+$1.98(+23.0%) | |
GH200 96GB VRAM • CoreWeave | Not Available | $6.50/hr★ Best | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • Amazon AWSCoreWeave | $3.93/hr★ Best 8x GPU | $6.16/hr 8x GPU | ↓$2.22(36.1%) | |
H200 141GB VRAM • Amazon AWSCoreWeave | $4.33/hr★ Best 8x GPU | $6.30/hr 8x GPU | ↓$1.98(31.4%) | |
L40 40GB VRAM • CoreWeave | Not Available | $1.25/hr★ Best 8x GPU | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | Not Available | $2.25/hr★ Best 8x GPU | — | |
L40S 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
CoreWeave
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
CoreWeave
Advantages
- Extensive selection of NVIDIA GPUs, including latest models
- Up to 35x faster and 80% less expensive than legacy cloud providers
- Kubernetes-native infrastructure for easy scaling and deployment
- Rapid deployment with ability to access thousands of GPUs in seconds
Considerations
- Primary focus on North American data centers
- Specialized nature may not suit all general computing needs
- Newer player compared to established cloud giants
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
CoreWeave
GPU Instances
NVIDIA HGX H100/H200 nodes and other SKUs at supercomputer scale.
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.
CoreWeave
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.
CoreWeave
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.
CoreWeave
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