I ended up having to buy a new cable modem yesterday to rule out a service issue I was having. Because it supports more downstream and upstream channels than my old one, it resulted in a speed boost. Also, Comcast has a way to self-provision these modems, which is handy.

Links:

Comcast Equipment Activation
SB6190 SURFboard® Cable Modem - ARRIS SURFboard