 Again with Vélez, he scored 13 times in the 2004 Clausura Tournament, adding eight in the following year's Apertura.In the subsequent Clausura, "Roly" netted seven goals as his team won the national championship for the first time in seven years.In the following years, Zárate played in Mexico for two teams, also representing Club Atlético River Plate without any impact.