Scale-out servers often leave up to 45% of memory unused, with DRAM costs nearing 50% of server expenses. In contrast, scale-up architectures offer a 33% TCO (total cost of ownership) advantage, delivering better performance for in-memory applications while cutting costs across IT, power, and maintenance.