Both have potential durability issues; vertical fences are more prone to rot if the picket end grain isn't carefully protected, while horizontal slats can sag if not sufficiently supported.

Picket fences are great for decoration ... Passers-by will be able to see through the slats too. So consider climbing plants to cover a fence if you'd like to block the view in an elegant way.