I have two exception for the buy it cheap rule. I first look for a high quality option being sold used. Sometimes you can get the better option for cheaper. This is of course only worth the time on more expensive stuff.

Then, I also have started getting the one step up from the cheapest option. A lot of times that seems to be a better buy these days.