The 5-Year Hardware Lifecycle Is Dead: Inside the New 18-Month GPU Refresh Cycle
The 5-year hardware lifecycle is dead for AI infrastructure.
In traditional enterprise IT, 60 months was the gold standard for ROI. With GPU clusters, that has changed. Rapid innovation cycles — moving from H100s to Blackwell architectures — have compressed the refresh cycle to just 18–36 months.
Performance isn’t the only factor. Power efficiency and rack density are the real drivers. Older chips consume more power while delivering less compute per watt, making them increasingly expensive to operate as cooling and power costs rise.
At GPU Resource, we help businesses manage this shift. The challenge isn’t just acquiring new hardware — it’s the exit strategy for the existing fleet. We provide decommissioning and remarketing for GPU-based systems, recovering value to fund your next deployment.
If you are rethinking your hardware roadmap, let’s talk about the logistical and financial reality of the new 18-month cycle.
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