Horizontal. I read in the horizontal, my field of vision is greater in the horizontal, and it just looks right to me. But then again, I'm a left-handed dyslexic, So, YMMV.
Below is a 2.5" custom board I had made up in padauk and northern ash with a horizontal grain pattern.
And a custom 2.375" board in bubinga and maple with a vertical grain pattern.
Which do you prefer?
Horizontal for me