I see this response a lot but it’s just not a completely viable option.
Rath isn’t going to stand there looking at you and waiting for you to come to him. Either he’ll make a move eventually or he will simply switch his attention to another player.
I think the main reason you have high success against him is becuase Melka and thorn are two of his biggest counters.