Sam,
Have a look at this typical wheelchair motor and gearbox combo.
http://www.asidrives.com/pdf/adl100.pdf
You'll see that the no load amps is 5.2 amps = 124.8 watts loss in the motor and gearbox.
I've calculated this motors no load amps to be around 1.6 ... hopefully the maths and...