Rainey was optioned to Triple-A Fresno on Monday, Jesse Dougherty of The Washington Post reports.
Rainey was acquired by the Nationals in exchange for Tanner Roark this offseason. Known as a hard-thrower who lacks control of his pitches, Rainey struggled this spring allowing seven earned runs and three walks in 4.2 innings of work.