From what I have read, attractiveness is highly advantageous for all defendants, except when the crime was attractiveness-related (such as swindle). In the latter case, attractive people instead get harsher sentences.

(See Harold Sigall and Nancy Ostrove, Beautiful but Dangerous: Effects of Offender Attractiveness and Nature of the Crime on Juridic Judgment)