I would like to go short on the same pair but margin trading has high fees. So trading reverse should be less expensive
It depends on the exchange. But for example, on Bitmex, the fees don't depend on your margin. Just on the contracts you buy or sell. And you can short without a problem, no need for reverse pairs.