Oakland optioned Muller to Triple-A Las Vegas on Tuesday.
Muller was lit up for six earned runs on eight hits and two walks in a five-inning start Monday at Seattle. The 25-year-old left-hander carries a brutal 8.04 ERA in 47 innings (10 starts) this season at the major-league level.