Hoping to get a deal on a 2005 bike. When do 2006 bikes start showing
up?

For cars it's usually September.

Just bought a 2006 model Trek 2100 , which was in the store about a
week or two, if that tells you anything. Their website still shows
the 2005 models.

Ken