If you haven't noticed just yet, in all elections there is a massive incumbency advantage. The incumbent is more well known, may be able to direct extra pork barrel spending to their area, is likely better supported by their party, etc. Furthermore, incumbents rarely face effective primary challenges, so incumbent party voters for the general election are effectively bound to the incumbent. It isn't a level playing field.