Modern servers rival early supercomputers, packing up to 128 cores and 8TB of RAM at a fraction of historical costs. This analysis challenges cloud-native dogma, showing how vertical scaling with a single robust server—plus strategic backups—often outperforms distributed systems in cost, simplicity, and efficiency for most workloads. Discover why paying the 'cloud premium' rarely justifies the complexity for applications under 10k QPS.