After comparing all possible transportation, here is the conclusion:
Train, student agency
7:38am Prauge > 15:52pm Kosice
252CZK, if you buy ticket 1 week or more advance.
Otherwise the price will go up to 739CZK, if date is very close to your departure.
If you have student card, you get 15% discount.