Source : Webster's Revised Unabridged Dictionary (1913)

Finalist \Fi"nal*ist\, n. (Sports)
   Any of the players who meet in the final round of a
   tournament in which the losers in any round do not play
   again.

Source : WordNet®

finalist
     n : a contestant who reaches the final stages of a competition