Should I break up really with my boyfriend?

Every time I get him mad or something he be like oh I love you Chelsea or another girl that he chills with, I really don't mean to get him mad I tell him don't be saying stuff like that cause when he says **** like I love you Chelsea or Brianna... I feel like he don't love me. Every time he get me mad or does **** that he knows gets me heated I give him another chance