The range, R, of a projectile motion is directly proportional to the horizontal component of the initial velocity as given by the formula,

Where u_x is the horizontal component of the initial velocity and t is the time of flight of the projectile.
The range of a projectile is directly proportional to the square of the initial velocity as given by,

Thus the initial speed increases, the range of the projectile increases.