I use an horizontal task bar, out of habits and default parameters, I guess. However, I considered putting it on the side, haven't tried it seriously, but I do like having the title of the tasks and that would probably not be so comfortable vertically.

There are only so many lines of code my brain can handle anyway and I don't think the screen height is not the bottleneck.