I guess you wouldn’t be upset if a business lied to you about compensation, since you have no problem with a prospective employee lying about what they bring to the table.
While both are "wrong" in a more absolute sense, they are both so common and accepted that you really should assume it is happening and act accordingly.
Exaggerating the possibility of a bonus or of the value of stock options is completely normal for employers.