Not necessarily. It is important to purchase an air conditioner that is the right size for your home. If you buy an AC unit that’s too big, it will cool your home faster, but it will also be less efficient and will not eliminate humidity well enough. It will have short run cycles. While it will cool the air quickly, it will shut off before it blows enough air across the indoor coil to drain water from your system.