Ny city English - US Aug five, 2011 #4 I'd definitely use with; I don't Consider I've at any time found "compare against". The American Heritage Dictionary, in its Use Take note accompanying the definition of the word, discusses only two prepositions—to ("describing the resemblances concerning in contrast to points", as in comparing a lady to you