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This research aims to develop a decision support system based on the Analytical Hierarchy Process (AHP) method to determine the most favored class at SMA N 1 Air Batu. Until now, the evaluation process has been time-consuming and labor-intensive, often resulting in inaccurate decisions due to limitations in assessing students' skills and competencies, making it inefficient and prone to errors. AHP was chosen because it can establish priorities based on various criteria such as discipline, cleanliness, manners, creativity, cooperation, and extracurricular participation The system was developed using PHP and MySQL as the database. In this study, 17 classes were analyzed using the AHP system, and the final results showed that class X-2 achieved the highest score of 0.562, earning the title of the most favored class and receiving a reward in the form of a door prize or gift and a certificate. This system has proven to produce a more objective, faster, and more accurate evaluation process and can be used as a routine evaluation tool to enhance learning quality and student motivation.