AI & GPU Infrastructure
AI: COLO VS. CLOUD

Cost comparisons, cloud repatriation analysis, and decision frameworks for AI workloads outgrowing hyperscalers.

2 articles · Part of AI & GPU Infrastructure

Comprehensive guides and insights about ai: colo vs. cloud.

When Cloud GPUs Make Sense for AI and When They're Just Burning Your Budget

When Cloud GPUs Make Sense for AI and When They're Just Burning Your Budget

Cloud GPUs make sense for short bursts. For sustained AI training, GPU colocation cuts costs 40–60%. Here's how to know which fits your workload.

8 MIN READ
Why AI Training Costs More on Cloud GPUs Than Your Finance Team Realizes

Why AI Training Costs More on Cloud GPUs Than Your Finance Team Realizes

Cloud GPU pricing hides egress fees, idle time, and reserved instance traps. Here's what AI training actually costs vs. GPU colocation.

8 MIN READ

Other areas within ai & gpu infrastructure.

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GPU & HPC Colocation

Requirements, pricing, and planning for GPU cluster colocation at megawatt scale.

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Power, Cooling & Density

Data center power architecture, 2N redundancy, liquid cooling, and kW/cabinet planning for high-density workloads.

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