I feel that I get stronger with elevation. In most situations, the gear I have is ill suited for the grade, so going up hills makes me mash hard while going down them makes me spin out.
Fixed gear riding can be considered an intentional handicapping if you're trying to get faster. You can achieve the same effect with a road bike, but fixed gear forces you to suck it up and deal instead of having the option to gear change.