what visa your wife is applying???
Also it doesn't matter if you go together or separate, the fee will be same.
£1500 + £400 for ILR for main applicant if dependent is applying for ILR as well then double it.
If the dependent is applying for tier1 dep extension then her fee is £1,736 + £400.