Cloud Computing Power Services
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Requirement analysis
Product Analysis
Key Points of the Requirement
Define the GPU or compute instance types (A100/H100 class or domestic accelerators), vCPU-to-memory ratios, and the quantity and duration of commitment (on-demand, reserved, or spot). Specify region and data-residency requirements, network needs (dedicated bandwidth, cross-region interconnect), image and migration support, compliance requirements (data security, industry certification), and the workload pattern—training bursts versus steady-state inference.
Cost Structure Analysis
Your price is built from GPU-hour or vCPU-hour rates that reflect hardware depreciation, data-center power and cooling, and operations overhead. On-demand rates carry a large premium for flexibility; 1–3 year reserved commitments typically discount 30–60%. Egress bandwidth, public-IP, and storage classes are common secondary cost lines that dominate some workloads if not negotiated upfront.
Estimated Cost Range
Indicative market rates: 8×A100-class nodes at $15–$30 per GPU-hour on-demand and $6–$15 reserved; L40 or 4090-class capacity at $1–$4 per GPU-hour; domestic platforms price similar or lower. Storage runs $0.02–$0.10 per GB-month depending on class. Final pricing depends on commitment term, region, and negotiated egress terms.
Procurement Considerations
Evaluate providers on SLA terms (availability percentage, MTTR, compensation), performance consistency (no silent oversubscription—request benchmark clauses), and total cost including egress bandwidth, which is the most common hidden expense. Confirm data-sovereignty jurisdiction, deletion and audit rights on exit, bursting limits during peak, and migration assistance terms. For large commitments, benchmark at least two providers on your actual workload before signing.
Supplier shortlist
Top 3 matched suppliers
A comparison-ready shortlist balancing quality systems, product capability, capacity, and commercial flexibility.
#1 recommended
UCloud Technology Co., Ltd.
A leading neutral cloud computing service provider in China, offering a comprehensive suite of IaaS, PaaS, and big data services. The company focuses on providing independent and secure cloud resources for enterprises across gaming, e-commerce, and financial sectors.
#2 recommended
Inspur Cloud Information Technology Co., Ltd.
A leading provider of government and industrial cloud solutions in China. Inspur Cloud offers distributed cloud computing power, industrial internet platforms, and comprehensive data management services.
#3 recommended
Beijing Capital Online Technology Co., Ltd.
A global provider of cloud computing services specializing in high-performance GPU computing power. They offer integrated IDC and cloud services with a focus on low-latency requirements for AI training, rendering, and online gaming.
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