Tošić opened the scoring against Spartak on 19 March 2012 as his side claimed a 2–1 victory thanks to a late Seydou Doumbia goal. He scored both goals on 28 April against city rivals Spartak Moscow, as CSKA again won 2–1 in front of 50,000 fans at the Luzhniki Stadium. He then scored two late goals against their other local rivals Lokomotiv Moscow on 2 May, propelling CSKA to a 3–1 victory on the penultimate matchday of the Championship Group of the Premier League season.