HI, Based on your profile, you have to apply for CAT and GMAT, both the exams.
Also though CAT considers past academic performances but not all. There are few IIM's which get impressed through profile even.
So I will say prepare for both. GMAT is easy than CAT and GMAT can be given 5 times in a year so you have chances to improve on your scale.