尖子 is formed by combining 尖, meaning "sharp" or "pointed", with 子, a suffix that nominalizes to refer to a person. The sharpness conveyed by 尖 is used metaphorically to indicate being at the peak or forefront, so the compound specifically denotes a top-performing individual, such as a top student or ace.