CoreWeave vs SKT (Haein Cluster)
Compare GPU and LLM inference API pricing between CoreWeave and SKT (Haein Cluster). Find the best rates for AI training, inference, and ML workloads.
CoreWeave
Provider 1
SKT (Haein Cluster)
Provider 2
Comparison Overview
GPU Pricing Comparison
| GPU Model ↑ | CoreWeave Price | SKT (Haein Cluster) Price | Price Diff ↕ | Sources |
|---|---|---|---|---|
A100 SXM 80GB VRAM • CoreWeave |  $2.70/hr★ Best8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • CoreWeave | $8.60/hr★ Best 8x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
GB200 384GB VRAM • CoreWeave | $10.50/hr★ Best 4x GPU | Not Available | — | |
GB200 384GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | $6.50/hr★ Best | Not Available | — | |
GH200 96GB VRAM • | ||||
H100 SXM 80GB VRAM • CoreWeave | $6.16/hr★ Best 8x GPU | Not Available | — | |
H100 SXM 80GB VRAM • | ||||
H200 141GB VRAM • CoreWeave | $6.30/hr★ Best 8x GPU | Not Available | — | |
H200 141GB VRAM • | ||||
L40 40GB VRAM • CoreWeave | $1.25/hr★ Best 8x GPU | Not Available | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | $2.25/hr★ Best 8x GPU | Not Available | — | |
L40S 48GB VRAM • | ||||
A100 SXM 80GB VRAM • CoreWeave | $2.70/hr★ Best 8x GPU | Not Available | — | |
A100 SXM 80GB VRAM • | ||||
B200 192GB VRAM • CoreWeave | $8.60/hr★ Best 8x GPU | Not Available | — | |
B200 192GB VRAM • | ||||
GB200 384GB VRAM • CoreWeave | $10.50/hr★ Best 4x GPU | Not Available | — | |
GB200 384GB VRAM • | ||||
GH200 96GB VRAM • CoreWeave | $6.50/hr★ Best | Not Available | — | |
GH200 96GB VRAM • | ||||
H100 SXM 80GB VRAM • CoreWeave | $6.16/hr★ Best 8x GPU | Not Available | — | |
H100 SXM 80GB VRAM • | ||||
H200 141GB VRAM • CoreWeave | $6.30/hr★ Best 8x GPU | Not Available | — | |
H200 141GB VRAM • | ||||
L40 40GB VRAM • CoreWeave | $1.25/hr★ Best 8x GPU | Not Available | — | |
L40 40GB VRAM • | ||||
L40S 48GB VRAM • CoreWeave | $2.25/hr★ Best 8x GPU | Not Available | — | |
L40S 48GB VRAM • | ||||
Features Comparison
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
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
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
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
CoreWeave
GPU Instances
On-demand and reserved GPU instances with latest NVIDIA hardware
CPU Instances
High-performance CPU instances to complement GPU workloads
SKT (Haein Cluster)
GPUaaS
Virtualized, high-performance B200 dedicated GPU resources
Dedicated Clusters
Isolated, bare-metal-grade performance clusters for enterprise clients
Pricing Options
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
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
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
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
CoreWeave
Global Regions
Deployments across North America with expanding global presence
Support
24/7 support from dedicated engineering teams, comprehensive documentation, and Kubernetes expertise
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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