Photo Size in Blogs

I am struggling to find a cheat sheet to help me know what photo sizes work best in blogs. I would like to know the size recommendation for:

  • Square
  • Vertical
  • Horizontal

I am finding that it is best to have the photos sized how you want to use them before they are put into the media library - but what size is recommended for blogs?