Though he was late to rise to the occasion, Ramandeep (4th minute, 31st) showed his scoring prowess by scoring two fantastic field goals in the 9-12th place classification match at the Major Dhyan Chand National Stadium.
Apart from Ramdeep, the drag-flick specialists Amit Rohidas (7th) and Gurjinder Singh (40th) were the other goal-getters for the hosts.
Argentina's goals came from the sticks of Lucas Martinz in the 38th minute and Lautaro Diaz in the 69th minute.
Pakistan had defeated South Africa 4-0 in their 9-12th place classification match earlier in the day.
Argentina will play South Africa in the 11th-12th place classification game on Saturday.
Out of the podium race, the Indians came out like wounded tigers and dominated the share of exchanges in the opening half.
India controlled the proceeding from the word go and surged ahead in the fourth minute of the match through Ramandeep, who after receiving a through pass from Rohidas, dodged past an Argentine defender to score from the right corner of the circle.
Argentina's best moments came in the middle of the opening period when they earned two back-to-back penalty corners but India's defence was up to the task to thwart any danger to their goal.
Ramandeep was once again at the thick of things when he scored a brilliant field goal in the 31st minute after dodging past three Argentine defenders to help India go into the breather with a three-goal cushion.
