Calicut, also known as Kozhikode, is becoming a hub for a thriving IT sector. Our present ranking of Kozhikode's leading software firms for the current period showcases a dynamic landscape. Several companies, including [Company A], [Company B], and [Company C], are shaping innovation and generating significant job opportunities. This analysis consi