Kerria has way better defence mechanics with high DEF buff, Guts! and Evade. On the other hand, Rainbow Rose deals more damage (WAY more in crit setup) and has way better healing.
I think Kerria is better. There's an old MMO saying, for damage dealers standing in fire a.k.a. ignoring boss mechanics to push as much damage as possible - you deal no damage when you're dead.