The Blues have been balking at the £36million asking price the Portuguese side have put on the Argentina winger.
Manchester City are now reportedly leading the race to sign the youngster next summer, but could face competition from rivals Manchester United.
The Daily Telegraph says Benfica are hoping to complete the sale of Di Maria in January instead of waiting until the end of the season.