Are earlier or later scans more accurate in predicting due dates?

Yes. Earlier scans are always more accurate than later ultrasounds. When we decide on a due date it is determine by your last menstrual period and the first ultrasound.
Earlier. Later scans are less accurate because of the variability in growth rates. Towards the end of pregnancy, they can be off by 1-2 weeks.