Showers are more unpleasant for two reasons:

1. only a part of your body is exposed to cold
2. water stream from the shower is hitting your skin

Ice bath on the other hand, even with a much colder water, feels like a completely different experience :)

Btw. It's nice to see you're still here after all this years :)