Yes, weight significantly affects the wheeling stunt of a bike, but instead of worrying about heavy or lighter weight, the right balance according to your weight is the key to the wheel, no matter how many kilos you got. Acceleration doesn't depend upon weight. Instead, it depends on how you balance it.