Thune, of South Dakota, beat out Sens. John Cornyn of Texas and Rick Scott of Florida in a secret ballot election to replace Mitch McConnell.
The South Dakota senator prevailed over John Cornyn and Trump ally Rick Scott in the vote Wednesday.