Parfum has a much longer lasting smell whereas Toilette last only temporarily.
This means your scent will be heavier- a perfume. Eau de Toilette means your scent will be lighter- a body mist
basically its just perfume in another language(:
They're the same thing. Just different spellings.
Eau de parfum has a heavier concentration of scent oils so it lasts longer and is more expensive.