Why HEAT shells instead?

I've been playing War Thunder for a few months and playing Germany. I noticed that some tanks like the Tiger, Königs Tiger and Ferdinand, for example, have HEAT ammunition that has far less penetration than the PzGr.

I'm wondering why you should prefer HEAT, especially since you have to earn this ammo first.

Thanks for replies!