On the Columbia, on our 20' boat, a 25lb. anchor only held maybe 75% of the time....a real pain! But when we went to 40lb. anchor we hardly moved an INCH in 5 days!!

FYI: In crowded conditions, you probably gotta pull it up by HAND, and not "pull it with the motor" like you can with no one around.