In academic institutions, unit test evaluation plays an important role in assessing student performance. However, manually calculating the pass percentage and analyzing the results consumes significant time and may lead to errors. This research paper presents an Academic Score Analyzer, designed exclusively for teachers to analyze marks on Unit Test 1 (UT-1) and Unit Test 2 (UT-2). The system allows teachers to securely log in, select a subject, class, and unit test, and enter student marks. It automatically calculates the number of students passed, failed, and the overall pass percentage. The analysis is visually represented using pie charts for better understanding. Additionally, the system generates downloadable PDF reports for academic records and submission purposes. The proposed solution enhances efficiency, accuracy, and ease of academic result analysis by leveraging web technologies.