GPU obsolescence
Infrastructure & Cloud
The $450B Treadmill: How GPU Obsolescence Is Rewriting Hyperscaler Economics
April 20, 2026
Hyperscalers will spend $450B on AI infrastructure in 2026 while depreciating GPUs over 5–6 years. A 2–3 year refresh cycle is breaking the math.
