Stochastic nature of THF hydrate formation is studied by statistics theory. Kinetic parameters basically fit lognormal distribution proved in detail. The variation of kinetic parameters is discussed from statistical point of view. Low temperature and sand suppress the stochastic nature of kinetic parameters. Ions may accelerate nucleation as nucleation sites of kinetic promotion effect.