There are limits to maximum performance. The physical limits of the CPU, disk subsystems, and networks impose limits. Some of these can be overcome by adding memory, using faster disk drives, switching to higher bandwidth networks, and adding CPUs.
Given a set of components, any individual query has a minimum response time. Given a set of system limitations, the physical subsystems impose saturation points.