The $48,000 Gamble: An Independent Researcher’s Deep Dive into the ROI of Local GPU Clusters

Former FAANG engineer builds a 6x RTX 6000 Ada server to escape cloud rental fees. Here is the data on power, costs, and the actual ROI of local compute.

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Analysis and Context