The general recommendation for preparation time for the UPSC exam is between 10 to 12 months. This duration allows candidates ample time to cover the syllabus comprehensively, revise multiple times, and take mock tests. A structured preparation plan is essential to maximize productivity and focus efforts efficiently during this intensive journey.