Possibilities/speculations …….
1. Damaged or loose propellers.
2. Incorrect installation of propellers, i.e. A and B propellers installed in wrong arms.
...on a serious note, those little drones usually have a self calibrating procedure where you have to hold the sticks a certain way while you power on. Also check that your trims are all centered.