Correct answer: CH3—C(=O)—H
Nucleophilic addition is fastest for the least hindered, least stabilised carbonyl. Acetaldehyde (CH3CHO) has only one +I alkyl group and no conjugation, so it reacts fastest; acetone has two alkyl groups, and the benzaldehyde/acetophenone carbonyls are deactivated by resonance with the ring.