Still in Reynier's VII Corps, Durutte led the 32nd Division at the Battle of Bautzen on 20 and 21 May 1813. He fought at the Battle of Grossbeeren on 23 August. On this occasion, his division was made up of the 3rd and 4th Battalions of the 131st, 132nd, and 133rd Line Infantry Regiments, the 1st Battalion of the 35th Light Infantry Regiment, the 4th Battalion of the 36th Light Infantry Regiment, and the 2nd and 3rd Battalions of the Würzburg Infantry Regiment. He led his troops at the Battle of Dennewitz on 6 September. At the battle, Marie Jean Baptiste Urbain Devaux's brigade included the 35th Light, 131st Line, and 132nd Line Infantry Regiments. Antoine Anatole Gedeon Jarry's brigade consisted of 36th Light, 133rd Line, and Wurzburg Infantry Regiments. He fought at the Battle of Leipzig from 16 to 19 October. The organization of the 32nd Division was similar to the earlier battles, except that each regiment had only one battalion.