Variations in the competition level across states can impact UPSC aspirants’ stress and preparation strategies. In states with higher aspirant densities and expectations, candidates may face intense pressure to outperform peers, which can affect their morale and focus. Conversely, states with lower competition might translate to less peer motivation but provide a more relaxed study environment. This regional disparity necessitates personalized preparation strategies, as candidates must adapt to competitive dynamics while ensuring their study approach remains effective and grounded in their unique learning style.