That's the one.
Right, with a load of AAs, the box replaces your AC charger. You could run the GPS with the charger plugged in, or run it without until the batteries run low and then plug it in.
It's not the perfect solution since you have a cord coming out the back of your GPS while riding, but for me it was the best solution because it's non invasive, cheap, and simple.
And, you can replace the batteries or buy two boxes and swap the boxes without interrupting the GPS recording.
Keep in mind that having the cable plugged in does not provide the same weather proofing as the rubber cap, so getting moisture or dirt into the plug can be a concern if you have it bar mounted while charging.