Is it better to apply as an entering sophomore or as a junior? Does Dartmouth have a transfer preference?

No. Regardless of how many credits an applicant has earned before coming to Dartmouth, the admissions selection process for transfers is the same. Dartmouth does not seek to enroll a specific number of new sophomores or juniors into any one class year.