Great discussion on contributing factors to accuracy! Josh, what many members are posting is reloading/competition match accuracy GOLD! The knowledge base and experience of THR members are truly amazing.
Joshboyfutre said:
Something is happening as we increase from min to max and the groups tighten then open back up.
pistol ... 9mm ... load three different loads using the same bullet weight ... One slow one average and one hot, usually one load is gonna be noticably more accurate than the other two.
Taking all outside influences out of play, some loads will be better than others. Why?
While there are many reloading variables that affect accuracy (which other members explained in detail), if we take all outside influences out of play and focus on powder charges, shot groups getting smaller as we conduct powder work up could be from powder burn efficiency and consistency of chamber pressure build.
At start/low charges, powder may not burn efficiently (especially with slower than Unique burn rate powders and oversized factory barrels with longer leade/freebore) to expand the case neck/mouth to seal with the chamber and leaking gas around the case/bullet will produce less consistent chamber pressures resulting in larger shot groups. This is why faster burn rate than W231/HP-38 powders are better suited for lighter target loads.
As powder charge is increased, more efficient powder burn will better seal the case neck/mouth with the chamber and less gas leakage will contribute to more consistent chamber pressure build which will result in smaller shot groups. Because of this, barrels with longer leade will benefit from longer OAL/COL and barrels with larger chamber/groove diameter will benefit from larger sized bullets.
from min to max and the groups tighten then open back up
I have seen this and many will claim you often do not get smallest shot groups with max load data. Keep in mind that max chamber pressure listed on the published load data is "average" tested near/at SAAMI max pressures. Depending on the powder, how chamber pressure build as powder burns and expanding gas push on the bullet base is not linear. For smaller shot groups, you need more consistent chamber pressure build and sustained push behind the bullet base for more consistent muzzle velocities and lower SD numbers, which may not come from near max/max load data. (But as many like Walkalong posted, this is where quality of bullet come into play as better quality bullets will contribute to greater accuracy, especially at higher velocities)
This is why we conduct full powder work up to first identify charge that starts to reliably cycle the slide and extract/eject spent cases then use .2/.1 gr increments of powder charge to identify the most accurate load for the bullet being used.