Every failing starter I have encountered exhibited the "click of death" (turn the key and get "clicks" rather than a turning engine). I doubt it's a problem exclusive to Toyota.

PS - I drove a manual transmission Mazda truck that had no starter for 8 months. Thankfully, I live in a mountainous region, so "push starting" the vehicle by using a hill was "easy" (except when it wasn't).