Since it's a new mower, why not read the manual and see what the manufacturer recommends. Don't you think they are a better source than random internet opinions?
It's never OK to just leave the gas in it. It should be either drained/run dry or else have stabilizer added. The pluses for those that favor stabilizer is it's easier and reduces the chance that any carb seals will shrink.