Why time, not income, is the constraint
A bank lends against what you earn. A Sacco lends a multiple of what you have deposited, so the question is not whether you can afford the repayment but whether the balance is there yet. Two members on the same salary who joined four years apart have very different borrowing capacity, and nothing but months closes that gap.
That is why the useful output of this calculator is a month rather than a balance. If you know you will want a particular loan in two years, this tells you what the contribution has to be now.