Not sure about about barren ground caribou but woodland caribou stags do taste nasty if killed during the rut (middle of October here in Newfoundland).

Me -n- Dad wait until the second week of November to start caribou hunting. Gives the stags a chance to recover from the rut and eat a little weight back on.

Unfortunately we didn't get a license in the draw this year.