on average vs on the average

on average

prep
  • Expressed as a measure of central tendency (usually the arithmetic mean). 

  • Usually, typically; as a rule; as often as not. 

on the average

How often have the words on average and on the average occurred in a corpus of books? (source: Google Ngram Viewer )