Open Developer Tools:

  • In the top right corner of the browser, click on the button with three horizontal lines
  • Go to More Tools > click on Developer Tools

Then:

  • Click on the >> beside Elements, Console, etc
  • Reload the page
  • See the size in the Size Column

Source: http://superuser.com/questions/364868/how-do-i-determine-the-size-of-a-page-source-in-chrome