Pixhawk instability

Have you also checked your esc/motors are connected to the correct outputs on pixhawk?

I am also assuming you have completed the radio calibration and made sure there is no mixing set on your R/C radio?

Lastly, if your pixhawk is connected via USB and you tilt your quad left/right does the HUD react how it should?

Otherwise this post might help you