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: $35.51/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 |  $21.60/hr8x GPU | ↓$20.13(93.2%) | |
A100 SXM 80GB VRAM • Amazon AWS$1.48/hour 8x GPU configuration Updated: 12/23/2025 ★Best Price CoreWeave$21.60/hour 8x GPU configuration Updated: 12/17/2025 Price Difference:↓$20.13(93.2%) | ||||
B200 192GB VRAM • Amazon AWSCoreWeave | $10.58/hr★ Best 36x GPU | $68.80/hr 8x GPU | ↓$58.22(84.6%) | |
B200 192GB VRAM • Amazon AWS$10.58/hour 36x GPU configuration Updated: 12/23/2025 ★Best Price CoreWeave$68.80/hour 8x GPU configuration Updated: 12/17/2025 Price Difference:↓$58.22(84.6%) | ||||
GH200 96GB VRAM • CoreWeave | Not Available | $6.50/hr★ Best | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • Amazon AWSCoreWeave | $31.46/hr★ Best 8x GPU | $49.24/hr 8x GPU | ↓$17.78(36.1%) | |
H100 80GB VRAM • Amazon AWS$31.46/hour 8x GPU configuration Updated: 12/23/2025 ★Best Price CoreWeave$49.24/hour 8x GPU configuration Updated: 12/17/2025 Price Difference:↓$17.78(36.1%) | ||||
H200 141GB VRAM • Amazon AWSCoreWeave | $4.52/hr★ Best 8x GPU | $50.44/hr 8x GPU | ↓$45.92(91.0%) | |
H200 141GB VRAM • Amazon AWS$4.52/hour 8x GPU configuration Updated: 12/22/2025 ★Best Price CoreWeave$50.44/hour 8x GPU configuration Updated: 12/17/2025 Price Difference:↓$45.92(91.0%) | ||||
L40 40GB VRAM • CoreWeave | Not Available | $10.00/hr★ Best 8x GPU | — | |
L40 40GB VRAM • Not Available CoreWeave$10.00/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price | ||||
L40S 48GB VRAM • CoreWeave | Not Available | $18.00/hr★ Best 8x GPU | — | |
L40S 48GB VRAM • Not Available CoreWeave$18.00/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price | ||||
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 | $21.60/hr 8x GPU | ↓$20.13(93.2%) | |
A100 SXM 80GB VRAM • Amazon AWS$1.48/hour 8x GPU configuration Updated: 12/23/2025 ★Best Price CoreWeave$21.60/hour 8x GPU configuration Updated: 12/17/2025 Price Difference:↓$20.13(93.2%) | ||||
B200 192GB VRAM • Amazon AWSCoreWeave | $10.58/hr★ Best 36x GPU | $68.80/hr 8x GPU | ↓$58.22(84.6%) | |
B200 192GB VRAM • Amazon AWS$10.58/hour 36x GPU configuration Updated: 12/23/2025 ★Best Price CoreWeave$68.80/hour 8x GPU configuration Updated: 12/17/2025 Price Difference:↓$58.22(84.6%) | ||||
GH200 96GB VRAM • CoreWeave | Not Available | $6.50/hr★ Best | — | |
GH200 96GB VRAM • | ||||
H100 80GB VRAM • Amazon AWSCoreWeave | $31.46/hr★ Best 8x GPU | $49.24/hr 8x GPU | ↓$17.78(36.1%) | |
H100 80GB VRAM • Amazon AWS$31.46/hour 8x GPU configuration Updated: 12/23/2025 ★Best Price CoreWeave$49.24/hour 8x GPU configuration Updated: 12/17/2025 Price Difference:↓$17.78(36.1%) | ||||
H200 141GB VRAM • Amazon AWSCoreWeave | $4.52/hr★ Best 8x GPU | $50.44/hr 8x GPU | ↓$45.92(91.0%) | |
H200 141GB VRAM • Amazon AWS$4.52/hour 8x GPU configuration Updated: 12/22/2025 ★Best Price CoreWeave$50.44/hour 8x GPU configuration Updated: 12/17/2025 Price Difference:↓$45.92(91.0%) | ||||
L40 40GB VRAM • CoreWeave | Not Available | $10.00/hr★ Best 8x GPU | — | |
L40 40GB VRAM • Not Available CoreWeave$10.00/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price | ||||
L40S 48GB VRAM • CoreWeave | Not Available | $18.00/hr★ Best 8x GPU | — | |
L40S 48GB VRAM • Not Available CoreWeave$18.00/hour 8x GPU configuration Updated: 12/17/2025 ★Best Price | ||||
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
- Kubernetes-Native Platform
Purpose-built AI-native platform with Kubernetes-native developer experience
- Latest NVIDIA GPUs
First-to-market access to the latest NVIDIA GPUs including H100, H200, and Blackwell architecture
- Mission Control
Unified security, talent services, and observability platform for large-scale AI operations
- High Performance Networking
High-performance clusters with InfiniBand networking for optimal scale-out connectivity
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 Blackwell architecture
- Kubernetes-native infrastructure for easy scaling and deployment
- Fast deployment with 10x faster inference spin-up times
- High cluster reliability with 96% goodput and 50% fewer interruptions
Considerations
- Primary focus on North American data centers
- Specialized nature may not suit all general computing needs
- Learning curve for users unfamiliar with Kubernetes
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
On-demand and reserved GPU instances with latest NVIDIA hardware
CPU Instances
High-performance CPU instances to complement GPU 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.
CoreWeave
On-Demand Instances
Pay-per-hour GPU and CPU instances with flexible scaling
Reserved Capacity
Committed usage discounts up to 60% over on-demand pricing
Transparent Storage
No ingress, egress, or transfer fees for data movement
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
- 1
Create Account
Sign up for CoreWeave Cloud platform access
- 2
Choose GPU Instance
Select from latest NVIDIA GPUs including H100, H200, and Blackwell architecture
- 3
Deploy via Kubernetes
Use Kubernetes-native tools for workload deployment and scaling
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
Global Regions
Deployments across North America with expanding global presence
Support
24/7 support from dedicated engineering teams, comprehensive documentation, and Kubernetes expertise
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