The surge is especially pronounced in Texas, where voters are deciding closely watched Senate, House and governor's races. More than 6.3 million Texans had voted early as of Wednesday, compared with 4.2 million at the same point four years ago, a 50% increase.

Trump has been criticized in the past for voting by mail despite his long history of railing against that method of submitting ballots.