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Grade Point Average (GPA) is a numeric representation of a student’s academic performance across high school coursework.
A weighted average of course grades, often on a 4.0 scale.
Admissions models treat GPA as a primary predictor, adjusting for course rigor (AP, IB, honors) to produce a scaled GPA.
Higher GPAs generally increase the predicted probability of admission, especially at selective institutions.
Recruiters compare GPA against institutional benchmarks; applicants position themselves by taking challenging courses to boost weighted GPA.
A perfect GPA guarantees admission – holistic review still accounts for other factors.
Models may apply a transformation such as scaledGPA = (rawGPA * weight) + offset where weight reflects course difficulty.