That depends on how the random number generator works. Generally there's a relatively small number of seeds you can start with, and if there's nothing the game uses rng for besides the numbers the monkeys pick it will always pick the same series of letters from the same seed, so regardless of what seed it picks it won't be able to get all the letters on the first try.