Party loot drops worse

The loot drops in a party (we are 3 people) feel very bad in comparison to running maps solo.

Tested this on 2 maps (80% increased item rarity) where we got barely anything, then he ran solo and got plenty of ex and rare distills.

Definitly doesnt feel right loot wise, as the higher difficulty for a party should result in more quantity and rarity of drops.