Never used to wear a base layer, now wouldn't consider without.. bib straps one reason, but generally just more comfortable. Columbia "Quickest Wick" base tops are great for the price.. eg.
Columbia Sportswear Quickest Wick Base Layer Top - Sleeveless (For Men)