I like a tree shaped ladder. Step open on both sides.
Me too, but they are hard to do well. The best ones I have used have two tubular vertical center posts that are about 1"/25mm in diameter and about 4"/100mm apart. They provide a good hand-hold in addition to the center support. The other important factor is a bumper on the end of the horizontal rungs to prevent wet feet from slipping off the end and minimize point impact loading if divers get slammed against the ends of the rungs -- important in sloppy seas.
Space permitting, I prefer a flat step/rung that is about 4"/100mm deep with a rounded leading edge. Round or narrow flat rungs put a lot of pressure on a heavily laden diver's feet. A non-skid surface is important on any rungs.
Christmas tree or conventional, I also like a small deep step/platform at the bottom of the ladder that is located about 4'/1200mm below the waterline. A platform that is about 12"/300mm deep is pretty comfortable. That bottom platform on a Christmas tree ladder allows you to get on it before removing fins and is a safe place to remove them when it isn't safe to board the boat with them on.