"The Shadow knows..." RCShadow is right.

I agree it sounds like the throttle is being advanced too quickly. Is it a 4-stroke? Most of mine have a non-linear throttle response, getting 90% throttle before half-stick. May have to change throttle linkage or use expo. That Cub should take off at half-throttle with a good motor.