Don't Use All Three Boosts At Once

When you are lucky enough to get the Three Red Mushroom item box, do not use all the boosts at the same time, because they do not multiply your speed. Use one and then the other quicky after the last one has finished to get the maximum impact from them.

Using them all at the same time is essentially the same as using just one.