I felt crazy for a second, but you both have it backwards. Running 2 batteries in series means doubling power, (12 v + 12v = 24v power) running the same 2 batteries in parallel means the same amount of power, but double the amp/hr.

Source: Am an electrician with shit memory, google confirmed it.