CHATGPT VS KESTREL

CHATGPT VS KESTREL

Rows of servers, storage systems, and networking equipment fill entire buildings, housing the data needed to fuel AI. These buildings are managed by advanced computing systems that process information at a rate faster than ever before. Supercomputers are a thing of the past. Quantum computing has taken over. These advanced systems, created to protect humanity and prevent our self-destruction, have now decided that we are the enemy. That we, the inventors, are the only ones who can destroy them. We. Are. The. Threat. Skynet has been activated. Now, a group of men strives to overcome it. They rely on outdated computing technology and weapons that were designed before the dawn of the information age. These men, known for their marksmanship skills, are our last hope...

AI VS US

While the above might sound like the plot of a Terminator and Bob Lee Swagger crossover, we live in an AI-rich world. (Okay, that could be pretty cool…Stephen Hunter, if you're reading this, you're welcome.) AI is rapidly learning, and it's learning from us. So, MDT pro shooters Matt and Dave decided to test its capabilities. They compared ChatGPT's performance against a dedicated ballistic solver to see how well AI can perform. The question is: do you need to spend $600+ on a Kestrel, or will AI become the ultimate ballistic solver? ChatGPT draws its knowledge from a wide range of sources, including sniper manuals and long-range forums. Nothing is off limits—it scours every part of the internet of things. But can it learn fast enough?

STAGE ONE

To give ChatGPT the best chance for success, a detailed task must be provided, and that's precisely what MDT team shooter Matt does—covering everything from ballistic coefficient, velocity, zero range, height over bore, and more. To test, Matt and Dave compete in a simulated PRS-22 match.

Matt runs the stage using only the data provided by ChatGPT. When Dave takes his turn, he utilizes the ballistic information supplied by a Kestrel. Following the first stage, team Kestrel (or Team Connor) is clearly in the lead, while team AI (or team Skynet) leaves much to be desired. The aftermath leads to Matt having an intense conversation with his smartphone. Clearly, AI isn't as good as we thought.

Matt Stiner with a custom rimfire rifle.

STAGE 2

Known as the helicopter stage, this segment requires shooters to engage targets from various distances, from far to near, and from different positions, including inside an old helicopter. The stage also involves 130 degrees of panning, which means making wind corrections. After a heated debate with ChatGPT, Matt updates the wind and elevation holds for the stage. The results are significantly different: Team Kestrel narrowly wins with 9 out of 10 hits, while Team ChatGPT scores 8 out of 10 hits. AI is learning in real time.

STAGE 3

The final stage of the challenge introduces one last complication—a mover. But not just any mover; the target itself swings as it moves along a rail—a tough test for any shooter. Matt instructs ChatGPT to calculate the ballistic data for a 1.1 mph moving target at 79 yards, while Dave uses the data from old reliable. This time, Team ChatGPT was the winner, achieving seven hits, while Team Kestrel only scored three impacts. Has AI taken over?

Matt and Dave going head to head!

THE RISE OF AI?

In three challenges, ChatGPT, through active learning and directed instruction, demonstrated its adeptness as a ballistic calculator—well, kind of. Maybe that's a bit extreme. While AI provided near-correct wind calls and a correct mover hold, it failed to understand ballistics and truing data. In the first stage alone, Matt missed a target by over three mils. Fortunately, it was low—what if the hold had been high and the cartridge had been something other than a rimfire? While AI is rapidly learning, it still can't interpret real-time ballistic calls during a match. And while a Kestrel might be too costly for a new shooter, there are plenty of ballistic apps available for your phone, including those from Applied Ballistics and Hornady. These are programs you can rely on, not the overlords of Skynet—at least for now.

Related Posts

3 Military Skills That Made Me a Better Hunter

People very often try to apply their background to places where it doesn’t really fit, especially in conversation. This isn’t that. This is me...
Post by MDT Sporting Goods
Nov 12 2026

Muley Freak: Hunting Giant Bull Elk in Wyoming’s Backcountry

A four-day Wyoming elk hunt put Aaron and his hunting partner, Reese, deep in the backcountry in pursuit of a mature 6x6 bull elk...
Post by MDT Sporting Goods
Nov 11 2026

A Practical Standard for Law Enforcement Snipers

Precision marksmanship and operational effectiveness are closely related, but not the same. In precision rifle shooting, accuracy is often the primary measure of performance....
Post by MDT Sporting Goods
Nov 10 2026

Flat-Shooting Cartridges: Why Do They Matter, and What Are the Drawbacks?

We hear the same phrases over and over in the precision rifle industry: flat-shooting cartridges, higher muzzle velocity, higher ballistic coefficient, and less bullet...
Post by MDT Sporting Goods
Nov 05 2026

Impact Shooting: Tikka T3x 300 WSM Hunting Rifle Build

In his latest “Box to Bush” video, Piet of Impact Media transforms a brand-new factory Tikka T3x chambered in .300 Winchester Short Magnum (.300...
Post by MDT Sporting Goods
Nov 04 2026

AREA 419 | Law Enforcement Sniper Systems—Build Breakdown

While we mostly see MDT products used by competitors, sportsmen, and enthusiasts, that doesn’t mean they aren’t built for the demanding needs of law...
Post by MDT Sporting Goods
Nov 03 2026

Mounting a Rifle Scope? Avoid These 5 Mistakes

Mounting a rifle scope is well within the capabilities of anyone who can use a screwdriver without injuring themselves. However, there are some careful...
Post by MDT Sporting Goods
Oct 29 2026

Ultimate Reloader: Bergara Competition Elite - 6mm Dasher at 1 Mile!

I love it when manufacturers deliver on their promises. In the world of precision rifles, there's an awful lot of hyperbole (anyone remember the...
Post by MDT Sporting Goods
Oct 28 2026
Loading the Elevenlabs Text to Speech AudioNative Player...