How fast the player gets to reload their weapon is completely dependent on Agility. If the player has the just 5 points in agility, the weapon currently equipped will reload at its normal rate, but the reload speed will increase with how many points that are in agility.
Notes
Any items that decrease agility will also decrease reload speed such as equipped armor, consumed edibles, and chems addicted to.