Fairy number 1 should definitely be purchased if you like the game. Having access to the Warrior Fairy to loan out is great. She gives you two points of EXP for each Melee and Range Attack.
I did it so you don't have to. I purchased the Warrior Fairy to see what was hiding behind door number 3.
It's a Warlock Fairy. She gives you 50% more enemy gold.