In terms of band theory, what is the difference?

Between a conductor and an insulator

In conductors there is no energy gap between the valance band, which facilitates the flow of electrons easily under an applied electric field and metals show conductivity. While in insulators there is no energy gap between the valance band and electrons cannot jump to it i.e. large energy gap prevents the flow of electricity.