Whats the difference between Team Fortress 2 and Team Fortress 2 Beta?
Solution 1:
The Team Fortress 2 Beta game is where the devs test changes to the game prior to rolling them out officially. It isn't intended to replace the "real" game for normal play; the rules for acquiring items are very different, for example, to facilitate testing.
More detailed information is available from the official wiki.