Norris finished just 0.240 seconds adrift of Verstappen.
Lucy Bronze and Lauren Hemp scored in a 2-1 win in Sunderland.
England defender Jess Carter lamented how short a break many of the squad are having from the gruelling international schedule as they returned to action just a month after the crushing disappointment of their World Cup final defeat.