Experience with co-advisor vs single advisor

I’m an incoming PhD student and am strongly considering having a co-advisor because my ideal research project would benefit from the expertise of another advisor I’m interested in.

For those of you who have graduated (or are near graduation), what are the pros/cons of having a co-advisor? How did you select your advisors?