Duck feather shuttlecocks usually offer better value for training and casual play. Goose feather shuttlecocks usually offer better flight feel and consistency for club or tournament play.
If your group is practicing drills or introducing beginners, start with a training duck feather shuttle. If your group plays weekly competitive games, a club-level goose feather shuttle is usually the better all-around choice.