To gauge their progress in UPSC preparations, candidates can utilize a variety of assessments like weekly tests, mock exams, and feedback sessions with mentors. Keeping a journal to track performance, understanding mistakes, and addressing knowledge gaps fosters a growth mindset. Regular self-assessments also help in evaluating understanding and readiness, thus tailoring future study plans effectively.