A government pays for spending out of the money it collects, which is its revenue, so that is what it must raise. The expenditure it is chasing must be rising fast, and "galloping" captures that rapid rise.
The correct word-pair is revenue and galloping.
If the price of a commodity increases by 25%, by what percentage should the consumption be reduced to keep the expenditure the same?