I think the best recipients tend to be those who are involved in "structural" work to advance the cause of peace, rather than those who have been involved in helping settle specific conflicts.

For example, consider the difference between the first five recipients (all for founding various influential peace organisations) vs the sixth (for negotiating an end to the Russo-Japanese War).

In that respect, Pillay seems one of the better laureates of recent years.