by a long shot vs much

by a long shot

• By a wide margin; indicates a very big difference or disparity. 

much

• Often; frequently. 

• Used to indicate or compare extent. 

• To a great extent. 

• A large amount or great extent. 

• Many ( + plural countable noun). 

• A large amount of. 

• Used to indicate, demonstrate or compare the quantity of something.