I finally beat it! Here's my strategy:
Back row: Stonetosser (Excalibur in the middle, use big buff on him)
2nd back row: Rats
2nd front row: Summoners
Front row: Succubus
Extra row: Mausoleum (sell it right before boss battle for additional 3 coins), summon spell,use the empty slot if needed