The car is a; 1919 MAXWELL from MAXWELL MOTOR CO.
Bill Baxter - the Hero bets $100 that his car can go where the man on the horse goes... and come in first. That $100 would be equivalent to nearly $1500 in 2022.
Though the film was released in late 1920, the car has a 1919 California license plate, the last undated one issued.