Thunder is not the sound of lightning or the sound of clouds bumping into each other.
The heat of lightning literally explodes the air around it. Thunder is the sound of the explosion.
We actually can’t hear a large part of the thunder because the sound waves fall below our hearing threshold.
It has been said that it would take 200 million trumpeters blasting for 13 seconds to reproduce the amount of noise in one peal of thunder.