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Breaking Analysis with Dave Vellante

Resetting GPU Depreciation — Why AI Factories Bend, But Don’t Break, Useful Life Assumptions

24 Nov 2025

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Much attention has been focused in the news on the useful life of GPUs. While the pervasive narrative suggests GPUs have a short lifespan, and operators are “cooking the books,” our research suggests that GPUs, like CPUs before, have a significantly longer useful life than many claim.

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