Huddersfield's Gerrard is set for a fifth-round clash with Wigan on Sunday after Tuesday's win at Leicester.
Liverpool were booted out by Oldham.
Anthony said: "It is strange Liverpool are out. Usually it's Steven left in the Cup and me out. But it's nice for it to be the other way round.
"But he has other fish to fry to finish as high as possible at Liverpool."