In this paper, they test different probability models to detect bias in iPod's shuffling algorithm and eventually conclude that:

> Our statistical tests show the long-term occurrences of these events are within expectations under the assumption of a random shuffle."

Regarding sorting by artists or groups, they found that:

> We failed to find any evidence to support the claim of users like Steven Levy of favoritism of certain groups in the shuffle.