The announcement of post-graduate medical admission results represents a major milestone for tens of thousands of MBBS graduates across India. Navigating the transition from primary medical education to specialized residency programmes—such as MD, MS, and DNB—requires a thorough understanding of seat matrices, quota distributions, and opening and closing ranks. Conducted under the strict oversight of the Medical Counselling Committee (MCC) for 50% All India Quota (AIQ) seats