Which is more "efficient" for a Logistics Manager: slight over budgeting to avoid any surprise or stick to the minimum to force savings?

Proper planning prevents poor performance. One needs to run a lean program with a slight variance depending on customer requirements. A good balance is to understand your clients business & requirement planning.