FC Pune City also bolstered their defence by signing former Espanyol and Deportivo La Coruna defender Diego Colotto for the second edition of the eight-team league beginning on October 3.
This was Dynamos' second win in three outings, while Pune suffered their first defeat at home at the Balewadi Stadium.
Real Madrid returned to winning ways after last weekend's drubbing at Atletico but failed to convince and were whistled by their own fans during a drab 2-0 victory at home to Deportivo La Coruna on Saturday.