Are very similar birth charts usually compatible?

Are people with very similar birth charts usually compatible or would it be better for a potential relationship if the birth charts are radically different?

I'm asking because one of my friends and I have extremely similar charts. The only differences between our charts are a few signs like the moon and rising signs. Otherwise most of our major planet placements are the same.

We're both cancer sun signs, which is why I'm asking here.