Are all bees the same color?

No, honey contains some of the flavour compounds from the flowers from which the bees collected the nectar, so honeys from different sources have different flavours. Honey that you buy from your local supermarket has been blended and heat treated, so has lost most of the volatile flavour components. If you want to try real honey, get it from a beekeeper.