Quarter ends are the clean break
Payroll tax returns are filed by quarter. If you move on the first day of a quarter, your old provider closes out the last one and your new provider starts from zero. Move mid-quarter and two providers touch the same return, which is where duplicate filings and mismatched deposits come from.