Given the quality of drivers and cars I have experienced, the ratings mean nothing.

Instead, I do get comfort in knowing that there is a database timestamped entry linking myself with an Uber driver identifier. Should something happen, I could theoretically complain/give a lead so investigators can locate my murdered body. Random cab is more anonymous and feels more dangerous in unfamiliar territory.