Unless you want to sanitize your phone or risk the US government taking information off it, yes. You can get a burner phone pretty cheap. Don’t sign into any accounts before crossing the border.

My company has given clean phones and computers to employees before international travel for a little while now, and snooping in other countries hasn’t been as guaranteed as in the US now.