It is usually believed that higher competition, implying more active firms, benefits consumers. We show that this may not be the case in an industry with asymmetric cost firms. A rise in the number of more cost‐inefficient firms makes the consumers worse off in the presence of a welfare‐maximizing tax/subsidy policy. A rise in the number of more cost‐inefficient firms also reduces social welfare.