AI & ML 서비스 - Pricing
AI & ML 서비스 - Pricing
SageMaker, ML Studio, Vertex AI, PAI. 이 페이지는 온디맨드, 예약 및 스팟 가격 옵션을 포함한 모든 주요 지역의 포괄적인 가격 비교를 제공합니다. This page covers pricing models and cost analysis for ai & ml services across AWS, Azure, GCP, and Alibaba Cloud.
가격 비교
| 제공자 | 서비스 | 시간당 | 월간 | Notes |
|---|---|---|---|---|
| AWS | AI & ML on AWS | $0.0480 | $35.04 | Enterprise-grade |
| Azure | AI & ML on Azure | $0.0480 | $35.04 | Strong Windows integration |
| GCP | AI & ML on GCP | $0.0470 | $34.31 | Best for data workloads |
| Alibaba | AI & ML on Alibaba | $0.0350 | $25.55 | Best APAC pricing |
성능 비교
AI & ML performance varies by provider based on underlying infrastructure:
- AWS: Offers the broadest service catalog with deep integration between services
- Azure: Excellent for Windows-based workloads and enterprise hybrid scenarios
- GCP: Superior for data analytics and machine learning workloads
- Alibaba Cloud: Best pricing in Asia Pacific with growing global presence
권장 사항
For ai & ml pricing:
- Cost optimization: Compare on-demand, reserved, and spot pricing across providers
- Performance testing: Benchmark with your actual workload before committing
- Multi-cloud strategy: Consider distributing workloads for cost and availability
- Monitoring: Implement comprehensive monitoring to track cost and performance metrics
- Automation: Use infrastructure-as-code for consistent deployment across providers
데이터 소스
- API: Multi-provider 공식 가격 API
- 조회일: 2026-07-23
- 방법론: 공식 API를 통해 가격을 조회하고 USD 시간당/월간 요금으로 정규화