There’s always a trade off in terms of alternative approaches. So I don’t think it’s “crazy” that if one fails you switch to a different one. Sure, sometimes persistence can pay off, but not always.

Like if I go to a restaurant for the first time and the item I order is bad, could I go back and try something else? Perhaps, but I could also go somewhere else.