Underhand-grip (supine) pull-ups (often called "chin-ups", which is what I call them to distinguish them from the overhand-grip version) involve the biceps more.
Overhand-grip pull-ups (or simply "pull-ups") use the biceps less.
Because of this, chin-ups are usually easier to do than pull-ups (because more muscle is involved).