Bournemouth and Watford have both been fined £10,000 each by the Football Association after admitting to failing to control their players.
Watford forward Joao Pedro and Bournemouth midfielder Jack Wilshere were both shown red cards for their involvement in the melee.
Both dismissals were the result of their second yellow cards.