Display

Number of pixels --  color or monochrome  

Power output

Saltwater or Freshwater determines depth it can go

Sonar coverage

Dual frequency/Dual beam sonar  (coverage narrow & deep)

Mounting

Permanent or Portable

Extras

water temperatures, boat speed, GPS receiver, waypoint, routes

$$$$$$$$$

There are a lot of great brands and different price points