The New Economics of AI: Owning vs Renting GPU Infrastructure

Sep 3, 2025 · 6 min read · Choosing between owning vs renting GPU infrastructure is a critical decision for AI teams. Cloud GPUs give startups flexibility, low upfront costs, and instant access to the latest hardware, while on-