AWS EC2 — Amazon Web Services Elastic Compute
Workload Suitability Matrix: Multi-Node Training: AWS P5 instances with H100 SXM5 GPUs provide enterprise-grade training infrastructure. Spot Inference Prototyping: P5 instances available via EC2 Spot...
Technical Nuances & Editorial Analysis
Workload Suitability Matrix: Multi-Node Training: AWS P5 instances with H100 SXM5 GPUs provide enterprise-grade training infrastructure. Spot Inference Prototyping: P5 instances available via EC2 Spot at significant discounts; enterprise commitments required for lowest rates. Persistent Production API: Full AWS ecosystem integration with EFA networking, IAM, VPC, and S3.
Billing Granularity
per-hour
How charges are calculated
Hidden Costs
Egress fees ($0.05-0.09/GB), storage costs, support fees
Watch out for these fees
Free Tier
AWS Free Tier for 12 months (limited resources)
Credit requirements and caps
Best Use Case
Best for multi-provider routing
Ideal workload profile