Amazon AWS vs SKT (Haein Cluster)
Compare GPU and LLM inference API pricing between Amazon AWS and SKT (Haein Cluster). Find the best rates for AI training, inference, and ML workloads.
Amazon AWS
Provider 1
SKT (Haein Cluster)
Provider 2
Comparison Overview
GPU Pricing Comparison
| GPU Model ↑ | Amazon AWS Price | SKT (Haein Cluster) Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A10 24GB VRAM • Amazon AWS |  $1.01/hr★ Best | Not Available | — | |
A10 24GB VRAM • | ||||
A100 SXM 80GB VRAM • Amazon AWS | $2.74/hr★ Best 8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • Amazon AWS$2.74/hour 8x GPU configuration Updated: 3/31/2026 ★Best Price Not Available | ||||
H100 SXM 80GB VRAM • Amazon AWS | $6.88/hr★ Best 8x GPU | Not Available | — | |
H100 SXM 80GB VRAM • Amazon AWS$6.88/hour 8x GPU configuration Updated: 3/31/2026 ★Best Price Not Available | ||||
H200 141GB VRAM • Amazon AWS | $7.91/hr★ Best 8x GPU | Not Available | — | |
H200 141GB VRAM • Amazon AWS$7.91/hour 8x GPU configuration Updated: 3/31/2026 ★Best Price Not Available | ||||
L4 24GB VRAM • Amazon AWS | $0.80/hr★ Best | Not Available | — | |
L4 24GB VRAM • | ||||
L40S 48GB VRAM • Amazon AWS | $1.86/hr★ Best | Not Available | — | |
L40S 48GB VRAM • | ||||
Tesla T4 16GB VRAM • Amazon AWS | $0.53/hr★ Best | Not Available | — | |
Tesla T4 16GB VRAM • | ||||
A10 24GB VRAM • Amazon AWS | $1.01/hr★ Best | Not Available | — | |
A10 24GB VRAM • | ||||
A100 SXM 80GB VRAM • Amazon AWS | $2.74/hr★ Best 8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • Amazon AWS$2.74/hour 8x GPU configuration Updated: 3/31/2026 ★Best Price Not Available | ||||
H100 SXM 80GB VRAM • Amazon AWS | $6.88/hr★ Best 8x GPU | Not Available | — | |
H100 SXM 80GB VRAM • Amazon AWS$6.88/hour 8x GPU configuration Updated: 3/31/2026 ★Best Price Not Available | ||||
H200 141GB VRAM • Amazon AWS | $7.91/hr★ Best 8x GPU | Not Available | — | |
H200 141GB VRAM • Amazon AWS$7.91/hour 8x GPU configuration Updated: 3/31/2026 ★Best Price Not Available | ||||
L4 24GB VRAM • Amazon AWS | $0.80/hr★ Best | Not Available | — | |
L4 24GB VRAM • | ||||
L40S 48GB VRAM • Amazon AWS | $1.86/hr★ Best | Not Available | — | |
L40S 48GB VRAM • | ||||
Tesla T4 16GB VRAM • Amazon AWS | $0.53/hr★ Best | Not Available | — | |
Tesla T4 16GB 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
SKT (Haein Cluster)
- Large-Scale B200 Cluster
Over 1,000 NVIDIA Blackwell B200 GPUs grouped into a single logical cluster for large-scale AI training
- Petasus Virtualization
Proprietary virtualization layer enabling flexible partitioning and reconfiguration of GPU resources
- Near-Bare-Metal Performance
Virtualized NVLink and InfiniBand support providing near-physical interconnect speeds within isolated tenants
- AI Cloud Manager
Intelligent scheduling and multi-tenancy management for large training workloads
- Sovereign AI Infrastructure
Located in South Korea (Gasan AIDC), providing data sovereignty and enterprise-grade compliance
- Rapid Provisioning
Fully isolated, dedicated training environments provisioned in under an hour
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
SKT (Haein Cluster)
Advantages
- Access to latest Blackwell B200 architecture in a large-scale cluster configuration
- 24/7 operations in partnership with Penguin Solutions
- Fine-grained GPU partitioning supports workloads from mid-sized models to large LLM training
- Near-bare-metal interconnect performance through virtualized NVLink and InfiniBand
Considerations
- Optimized for enterprise-level and large parameter training rather than small individual instances
- Primarily operated from Seoul (Gasan) AIDC with limited global multi-region options
- Contact-based pricing — no self-service or published rates
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
SKT (Haein Cluster)
GPUaaS
Virtualized, high-performance B200 dedicated GPU resources
Dedicated Clusters
Isolated, bare-metal-grade performance clusters for enterprise clients
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.
SKT (Haein Cluster)
Reserved Commitments
1-year or long-term dedicated resource reservations for enterprise use
Subscription-Based
Pricing based on scale of reserved resources and duration of use
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.
SKT (Haein Cluster)
- 1
Consultation & Sizing
Contact the SKT GPUaaS team to determine required B200 GPU count and commitment duration
- 2
Tenant Provisioning
Deploy an isolated GPU and networking environment in under an hour via Petasus virtualization
- 3
Environment Setup
Configure containers and library environments using the AI Cloud Manager
- 4
Launch Training
Schedule and execute large-scale model training jobs using the intelligent job scheduler
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.
SKT (Haein Cluster)
Global Regions
South Korea (Seoul/Gasan AI Data Center)
Support
24/7 dedicated enterprise technical support in collaboration with Penguin Solutions
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