# of Shots per Group and MOA - Results

speedengineer

Well-Known Member
Joined
Jan 31, 2020
Messages
55
Location
SE Michigan
I just did a bunch of math to understand how group size depends on the number of shots per group. I found the results interesting and wanted to share in case some here find it interesting as well.

All of us know that including more shots per group provides a more accurate estimate of the rifle/shooter accuracy...but how much so?

I went to the 100 yard range and shot 17 rounds, each at a different black dot on the target. I used calipers and recorded the X and Y coordinates for each shot. Plotting those coordinates gives me a group that looks like this:
17 shot group.png

^Pretty much exactly 1 MOA. I was happy with the results, but was wondering what the group sizes would have been if I had shot a bunch of 3-shot groups instead of 17. If I use my actual shots in the order I fired them, and split them into five 3-shot groups (and throw away the last two), each group would have had these MOA values: 0.65, 0.26. 1.0, 0.84, 0.72. Clearly I wouldn't call this a 0.26MOA rifle, but one of my 3-shot groups would have been that small.


If I take 3 of the 17 shots at random and plot them, they will make a group of equal or smaller size. Here is an example:
3 shot group.png



We can take this process a step further. For 17 shots, there are actually 680 possible combinations of 3-shot groups. I calculated the group size in MOA for each one of these programmatically. The distribution of group size for these 680 groups looks like this:
3-shot Histogram.png

^Clearly most of the 3-shot groups would have had a diameter between say 0.4 and 0.9 MOA. But, the smallest group possible from my data was actually 0.15 MOA. Obviously, the maximum 3-shot group MOA will equal the full 17-shot group size, since it will contain the worst 2 or 3 shots.


For kicks, here is that plot again, but using 5-shot groups. There are way more possible 5-shot combinations, 6188 in fact.
5-shot Histogram.png

^Including 5 shots removes most of the possibility of getting crazy small group sizes. Most groups would have ranged between 0.6 and 1 MOA.


And, here it is for 10-shot groups. 19,488 possible combinations on this one.
10-shot Histogram.png




I ran this program for every shot count from 2-shots per group up to 16-shots per group. Below are the average and minimum group sizes observed as a function of shots per group.
Average.png


Minimum.png


  • Basically, it looks like if you want to shoot small numbers of shots per group, then you'll want to shoot several groups and take the largest group size to be your rifle/shooter accuracy.
  • If you want to shoot single groups containing more shots, then once you get up to 6 or 7 shots, you've recorded (on average) ~80% of your rifle's true group size. Well, true 17-shot group size, anyway.
  • Looking at the minimum plot - If you shoot only a single group, then it is possible that you could be deceiving yourself unless that single group has a lot of shots in it. Maybe for future work, I'll calculate the probability of this happening...

Hopefully I explained my thoughts in a way that is at least slightly clearer than mud. Let me know what you think. What method do you all employ when you label a rifle as "x" MOA?

Oh, and also....Will someone please tell me what MOA my rifle shoots? ;)
 
Great info and explanations! Few go into that great of detail and analysis. I believe Bryan Litz discusses this statistical analysis in his book on exterior ballistics. To his point, an MOA gun is perfectly acceptable for shooting at 1000 yards if based upon the above analysis. By extension, what most would call a MOA gun may be far closer to 2 or more MOA if plotted similarly. But who would admit that? ;) Thanks for the intriguing post.
 
I am always interested in accurate rifles. Always trying to get nice tight clusters. Good job discussing the matter.

A well known gunsmith, in my area, who makes high end hunting rifles prefers to shoot one shot at a time allowing the barrel to cool to ambient temperature before shooting again. His reasoning is that the rifle is for hunting and that first shot is going be with a cold barrel.

The late Colonel Jeff Cooper had a different view on group size. He wanted to know how far the bullet is from the aiming point.
 
I just did a bunch of math to understand how group size depends on the number of shots per group. I found the results interesting and wanted to share in case some here find it interesting as well.

All of us know that including more shots per group provides a more accurate estimate of the rifle/shooter accuracy...but how much so?

I went to the 100 yard range and shot 17 rounds, each at a different black dot on the target. I used calipers and recorded the X and Y coordinates for each shot. Plotting those coordinates gives me a group that looks like this:
View attachment 203233
^Pretty much exactly 1 MOA. I was happy with the results, but was wondering what the group sizes would have been if I had shot a bunch of 3-shot groups instead of 17. If I use my actual shots in the order I fired them, and split them into five 3-shot groups (and throw away the last two), each group would have had these MOA values: 0.65, 0.26. 1.0, 0.84, 0.72. Clearly I wouldn't call this a 0.26MOA rifle, but one of my 3-shot groups would have been that small.


If I take 3 of the 17 shots at random and plot them, they will make a group of equal or smaller size. Here is an example:
View attachment 203241


We can take this process a step further. For 17 shots, there are actually 680 possible combinations of 3-shot groups. I calculated the group size in MOA for each one of these programmatically. The distribution of group size for these 680 groups looks like this:
View attachment 203235
^Clearly most of the 3-shot groups would have had a diameter between say 0.4 and 0.9 MOA. But, the smallest group possible from my data was actually 0.15 MOA. Obviously, the maximum 3-shot group MOA will equal the full 17-shot group size, since it will contain the worst 2 or 3 shots.


For kicks, here is that plot again, but using 5-shot groups. There are way more possible 5-shot combinations, 6188 in fact.
View attachment 203236
^Including 5 shots removes most of the possibility of getting crazy small group sizes. Most groups would have ranged between 0.6 and 1 MOA.


And, here it is for 10-shot groups. 19,488 possible combinations on this one.
View attachment 203237



I ran this program for every shot count from 2-shots per group up to 16-shots per group. Below are the average and minimum group sizes observed as a function of shots per group.
View attachment 203238

View attachment 203240

  • Basically, it looks like if you want to shoot small numbers of shots per group, then you'll want to shoot several groups and take the largest group size to be your rifle/shooter accuracy.
  • If you want to shoot single groups containing more shots, then once you get up to 6 or 7 shots, you've recorded (on average) ~80% of your rifle's true group size. Well, true 17-shot group size, anyway.
  • Looking at the minimum plot - If you shoot only a single group, then it is possible that you could be deceiving yourself unless that single group has a lot of shots in it. Maybe for future work, I'll calculate the probability of this happening...

Hopefully I explained my thoughts in a way that is at least slightly clearer than mud. Let me know what you think. What method do you all employ when you label a rifle as "x" MOA?

Oh, and also....Will someone please tell me what MOA my rifle shoots? ;)
Are you an accountant???
 
I am always interested in accurate rifles. Always trying to get nice tight clusters. Good job discussing the matter.

A well known gunsmith, in my area, who makes high end hunting rifles prefers to shoot one shot at a time allowing the barrel to cool to ambient temperature before shooting again. His reasoning is that the rifle is for hunting and that first shot is going be with a cold barrel.

The late Colonel Jeff Cooper had a different view on group size. He wanted to know how far the bullet is from the aiming point.
Cold bore shot is ultimately the most important. But I've had rifles that cooling to ambient wasn't enough. Going the next day was. Wasn't a high end rifle, but would always throw the fist shot high compared to subsequent shots. All good stuff.
 
Engineer,
Thank you for your great R&D report. Analytics :) What software did you use and how did you use it to get your graphed target with accurate shot placement? Plus, can you further explain or illustrate the 17 unique black dots that you took 17 shots at? 🥂
 
Engineer,
Thank you for your great R&D report. Analytics :) What software did you use and how did you use it to get your graphed target with accurate shot placement? Plus, can you further explain or illustrate the 17 unique black dots that you took 17 shots at? 🥂

I'm using Matlab for the analysis and plotting, which is a common product used in science/math/engineering fields.

I made my targets by putting 1/4" diameter black dots on paper. I did a separate dot for each shot, since I wanted to later know exactly where each shot hit. I used a caliper to measure the position of each hit relative to it's aim aim point.
 
For one, group size is an attribute of precision (not accuracy). And don't forget to include qualifier distance to any declaration of results. As an example, you might suggest 1.066 IPHY, or 1.018MOA @ 100yds. Your capabilities would be different at greater ranges, but you can say that much.

Since you're so into numbers, you could apply math to figure other matters.
Accuracy.jpg
Trueness.jpg
precision.jpg


Then you could step up to hunting numbers and test cold bore shooting from field rest.
 
So nothing better to do at the Ford test track I am guessing? Haha! I am now glad I just bought a 2L JD to help clear my head after reading the plots. SO the real question for me is now how many shots should I take to insure I have the best interpretation of my rifle's capability? The age old 3 shot magnum versus 5 shot seems to be now a question for me going forward. I can see this as a means for a bench person to evaluate their rifle for performance to matches to improve. Then again if it is a hunting rifle, do I care where it prints within MOA? Dead is dead.
 
I've been using 5-shot groups to try to understand how well my rifle and I are shooting. A family member who shoots a lot suggested 4-shot groups, so the barrel doesn't heat up as much.

Than got me to thinking, a two-shot group would heat a lot less and give better results. And a 1-shot group even better!;)
 
You may enjoy BR shooting. Often, we shot several 5 and 10 shot groups for score, aggregate, and the smallest group. Some shoots may only be a 5 or 10 shot string for group and/or score. Precision and accuracy IS the game.
 
Warning! This thread is more than 4 years ago old.
It's likely that no further discussion is required, in which case we recommend starting a new thread. If however you feel your response is required you can still do so.
Top