The primary difference between vertical and horizontal autoscaling is that vertical scaling involves increasing the capacity of a single resource, such as upgrading the CPU or memory of a single server. This process typically does not require moving resources to a different system. In contrast, horizontal scaling involves adding or removing instances of a resource, such as adding more servers to a pool of resources. This often requires moving workloads to different systems to balance the load.