Yes, that's why bombs are measure in kg. Because how much mass to produce this much of energy. Nevertheless, explosion is by all means a rapid release of energy.

Just like i put Lithium into water. Lithium reacts with water to form Lithium Hydroxide. Bond forming between OH and Li releases huge amount of energy in a very short time.