Danny Shittu put the Hornets ahead before goals from Rasiak and Dyer saw the Saints lead.
Two late goals from Henderson gave Watford the win which sent them to the top of the table.
The Sky Blues travel to Crystal Palace on Tuesday and also to Ipswich on Saturday.