I need to look around more, but the Genair generator/compressor listed on the Vanair website was around 500 lb yet a higher 6 kW, therefore probably heavier. So yes there's weight, but with a fueled generator, fuel cans and separate compressor it adds up like you mentioned.
The unit I viewed...