Ammo question

I recently just bought a S&W 1854 Stealth Hunter in .357 but I’m not sure whether to buy lower 125 grain ammo or get some higher 158 grain ammo.

This is my first firearm due to restrictions in my state. I intend to use this firearm for home defense applications and target shooting.

Any guidance or recommendations?