The horses were loose for about a half hour.
Police in patrol cars used lights and sirens to corral the animals near Torrance Boulevard and Madrona Avenue.
The wayward horses were taken to a nearby pumpkin patch, where there is a stable area for pony rides.
The horses were kept there until their circus handlers arrived.