I always choose the most profitable at the moment, so I would mine Musicoin, it can jump on the first place at Whattomine but only for a maybe few hours in case of price pump. I tried speculative mining in past, but profits were´nt as high as expected. So I stick to ETH and keep it or change it for BTC at weekly basis.