What remains the same in a compound regardless of the quantity?

The ratio btw number of atoms.

example: water H2O is the compound. No matter how much water you take (a liter, 10 cubic meters ... whole swimming pool), the proportion btw hydrogen atoms and oxygen would be always 2 to 1.