Victorica was voiced by Saitou Chiwa (Homura) in the drama CD and Yuuki Aoi (Madoka) in the anime.
With Victorica cosplaying as Homura, I guess Kujou is stuck with the Madoka outfit. Also, Homura and Madoka are romantically connected, just like Victorica and Kujou..