The correct statement supported by the understanding of inertia and acceleration is:
An object with a higher mass has more inertia which causes it to speed up less quickly.
This is in line with Newton's second law of motion, which states that the acceleration of an object is inversely proportional to its mass when a constant force is applied. In other words, greater mass (and thus greater inertia) results in less acceleration for the same applied force.