Just a follow up from my trip to Durham. In the end, I used Kingdom Transportation. It was the cheapest one, and the person with whom I talked through emails, and gave me the rides was very helpful. So I am quite satisfied with the choice. In case anyone visit Durham or Raleigh in the future, I recommend them.