The quickest a new Scout can realistically achieve Eagle Scout rank is within a two-year timeframe, assuming they remain dedicated and proactive. This accelerated path typically involves participating in weeklong camps to earn merit badges quickly and advancing in rank swiftly. It is also crucial for Scouts aiming for this goal to start planning their Eagle project as early as possible to ensure timely completion.