Colour- is one colour best?

I often advise teachers to only use one colour of cubes or counters when they are introducing a new concept. The theory being that we should minimise any distracting variables, so keep items the same colour shape and size. What are your thoughts on this and when would you want to use different colours shapes and sizes?