You make it sound like it's an either/or situation. Can't you tell them both about what's happening, and ask if they would be ok with you having them both as partners?
I think a lot of problems in the world are caused by too much either/or thinking. I tend to believe in more and/and.
'Either you have the whipped cream on your icecream or the coloured sprinkles.'
Why not have both?

Or am I being too idealistic?