It only has so much energy stored as fuel. Use more of the fuel sooner, torpedo moves faster, but its range is shortened becuase it burnt off all its fuel. Conserve the fuel, torpedo moves slower, but travels farther.
Its like gas mileage, and how having a lead foot is counter productive to MPG
(I have a lead foot)