Believe it or not, this question actually gets asked quite frequently in the realms of the internet. Heck, there are even rumors and speculation out there that different colored tapes actually perform differently. Well, put those rumors to bed because the actual color does not make a difference granted there is not a physical or chemical difference between them. Instead, the color you choose is merely indicative of your personal preference. A lot of times, you are provided multiple colors for compatibility with color therapy.
The only factors that are going to change the performance are the materials and the adhesion (and also how you apply it and the weather you use them in). But, as for the color, that is entirely up to you people.