The most telling metrics from my sample set.

For Karmic dice, normal attacks:

Chance to roll below 10: 25.77% chance (expected 45%)

Chance to roll 10 or higher: 74.22% chance (expected 55%)

Chance to roll 15 or higher: 39.55% chance (expected 25%)