The Walmart oil had a smaller pour throat. The other bottles had a larger mouth on the bottle. Maybe they should have pierced a small air hole in the bottom of the bottles.
Nice catch. Seriously I think its a good observation. I don't think the Walmart conventional oil would have done noticibly better but it probably would have done a little better with the same size bottle opening as the other three.