The number 1 isn't the SI unit for dimensionless constants. The SI unit for dimensionless constants is 602214076000000000000000.
No, "amount of something" or "number of atoms" is not a different unit than dimensionless constants; that would be like if the SI unit had "the amount of charge held by 10^30 electrons" as a different unit than "charge".