It really depends on the caliper design. There differing mechanical advantages/disadvantages of single pivot, dual pivot, center pull, v-brakes, cantiliver. Some have a stronger pull than others. Brake pads, of course play a role but are essentially dependent on how hard they are pressed against the rim to stop the bicycle.