One differs with a person in the matter of opinion.
I beg to differ with your interpretation. (matter of opinion)
The President also differed with members of Congress over this issue. (matter of opinion)
A person or thing differs from another in certain respects; it is unlike another in certain respects.
Delhi differs from Chennai in many ways. (in certain respects)
Laws on pollution differ widely from one country to another.
