You never really know until they are togethor. It's that simple. Mixing cichlids as adults is usually less successful. You are better off starting them togethor young and growing them out in the same tank.
For your situation, I would give it a shot. Just watch close for a week or so. Be ready with the net....
By the way, how big is the tank that all of these fish will be in?