Gasoline can and will go sour... no rhyme or reason to it.
I tried to start my splitter last week that had been sitting for about 5 or 6 weeks with a full tank of non-ethanol pump gas. It wouldn't even pop, and after a half dozen pulls on the rope I could smell the bad fuel coming from the exhaust. I took the cap off the tank and it smelled fine... so I drained the float bowl (that fuel smelled real bad) until the fuel in it was replaced. It started on the second pull... just the fuel in the float bowl was bad, the fuel in the tank was fine.
A couple years ago I had a full tank (6 gallon) of 91 octane non-ethanol go bad in my generator... that fuel was less than 2 months old and had been treated with fuel stabilizer. It was so bad I couldn't even get the generator to start... not even a sputter. But, the 91 octane non-ethanol I have in the generator now is nearly a year old, and the generator pops right off every monthly test run.
The generator is the only thing I use a fuel stabilizer in... and I use no additives of any other sort in any of the other dozen or so small engines.
Any quality two-cycle oil already contains fuel stabilizers, so does the gas you buy at the pump (all additive packages contain stabilizer)... and ethanol blended gasoline contains more stabilizers than the non-ethanol. If you use a quality two-cycle oil there ain't any need to add anything else... it won't hurt anything... but there ain't any need.
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