Reliability, built quality, measurements or lack of, brands.
OSD/Audio Source, Pyle, Behringer, and other "no-name" brands are what I consider cheap low-quality amps.
I would rather get a pro amp from Yamaha or Crown than these low quality brands.
There are other popular brands that I would call cheap amps that I would never use, but that's more personal preference.