Sanabria is a former Uruguay youth international.[9] With 88 caps for youth national teams, he have represented Uruguay at 2015 South American U-15 Championship, 2017 South American U-17 Championship, 2019 South American U-20 Championship, 2019 FIFA U-20 World Cup and 2020 CONMEBOL Pre-Olympic Tournament.[10]