As the height increases the gravitational potential energy of the marble will also increase.
As the marble moves down, its gravitational potential energy is converted to kinetic energy.
From the conservation of energy, the greater the amount of gravitational potential energy at the top, the greater the amount of kinetic energy at the bottom.
If the marble has more kinetic energy at the bottom, it will have greater speed.