Coaching institutes play a pivotal role in UPSC preparation by providing structured guidance and support to aspirants. They offer expert-led classes, comprehensive study materials, and a disciplined study environment, which can enhance the chances of success. Additionally, coaching institutes often conduct mock tests and provide personalized feedback, helping candidates identify their strengths and weaknesses. The camaraderie and competition among peers in these institutes can also motivate candidates to stay focused and committed to their preparation. While coaching is beneficial, it is essential for candidates to balance it with self-study to cultivate independent critical thinking skills.