Was my $48K GPU server worth it?
An independent researcher chronicles building “grumbl,” a personal 6x 6000 Ada GPU server. By analyzing usage versus cloud rental costs, the author demonstrates that owning hardware proved more economical for high-utilization research, eventually saving $17,000. The post covers technical power constraints, maintenance challenges, and the strategic shift in workflow when owning versus renting high-performance compute resources.
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