Charisma or other stats have very little influence on dice rolls, if any at all.
This is demonstrably false. A DC 10 roll will become a DC 7 roll with 16 attribute and a DC 5 roll with attribute 16 + proficiency 2. And the chances of rolling 5 or above (80%) is vastly different to rolling 10 or above (55%).