Pendleton was representative from Ohio from March 4, 1879 through March 4, 1885. Later he was the Senator from Ohio from March 4, 1879 through March 4, 1885. He was nominated as Vice President with George McClellan, but they lost to Abraham Lincoln and Andrew Johnson.