Boilers are more expensive when compared to furnaces. They can be more complex to install than furnaces and also require timely maintenance for proper functioning. On the other hand, furnaces are less expensive, sometimes may cost half the price of a boiler.
They are less hazardous and do no damage to your home than a boiler filled with water.
In addition to that, a furnace can be installed in much less time compared to a boiler.