This study explored the gender gap in academic achievement in Malaysia by examining PMR exam results and learning styles of 411 Malaysian secondary students. The study found that females achieved significantly higher results than males in the PMR exams. It also found most students had active, visual, and sequential learning styles, but found no significant differences in learning styles between genders. However, gender, sensing learning style, and visual learning style were found to significantly predict academic achievement, suggesting accommodating these learning styles could help narrow the gender gap. Addressing the gender gap is important for developing human capital and workforce gender balance in Malaysia.