I have the notion that this is not a mixing palette but a colour palette. Have you tried to put thin layers of colour into its wells and let them dry there?

The best way to get rid of beading from a plastic palette's surface is to rub it with a bit of toothpaste. The Magic Eraser is way too abrasive and it makes the plastic stain easier.