Mr. Scott, a vocal ally of President-elect Donald Trump, had the most public endorsements from senators heading into the election but was the lowest vote-getter on the first ballot and was dropped from contention for the second ballot.
Mr. Thune won with 29 votes on second ballot, compared to 24 for Mr. Cornyn.