could be starter dragging, a bad starter will suck a battery down in a heart beat.
i had a joy 125 air compressor that sat for about 6 months, went to start it with new batteries, 3 or seconds, then nothing, pulled the starter, took it to the rebuild shop, thay called me, told me nothing was...