When you need a dedicated server
Virtual servers share a physical host. That suits most workloads, but some need the whole machine: databases with heavy read and write traffic, ERP systems used by dozens of people at once, large remote desktop deployments, or software whose licence or compliance rules call for single-tenant hardware.
A dedicated server removes the noisy-neighbour question entirely and gives you predictable performance at full capacity.