"Penalizes" Natural Recordings by Native Speakers
To penalizes means to punish or fine someone or something for doing something wrong or breaking a rule.
Penalised means to be given a penalty or to suffer a consequence, often as a punishment or retribution for a mistake or wrongdoing. For example, a football team may be penalized a goal because of a foul committed by one of its players.