Higher octane simply reduces pre-igntion 'knock' and doesn't really do anything for our little 2-strokes, HOWEVER, depending on where you live the amount of ethanol in premium gas is usually lower as is the case here so that's all I use.
At an extra few cents per 100 miles just worth it to me.