
Reliability claims are not difficult to make and difficult to prove. The tests which count are the ones which cause a firearm to malfunction where environmental and round count and handling, as well as support gear is all against the smooth running of a gun.
There are some torture tests which are entertaining but not related to the way guns are utilized in real life. They are better served by subjecting it to stress that resembles actual handling, and actual maintenance decisions and noting what fails first, the gun, the magazines, the ammunition or the add-ons.
These seven tests can be repeated, measured, and they are created to bring out the type of reliability issues that become evident when the stakes are high unlike when it is a slow range session.

1. Round-Count Endurance Run (Logged Parts Changes)
The results of a long and documented round-count test are wear patterns and slow failures not exhibited by short outings. A famous example was working a single 9mm pistol to 250,000 rounds in 18 years, and a range of exposure to moisture, grit, high and low temperatures, and keeping track of what actually needed to be changed during the process. Counting 250,000 rounds in that story was sufficient to isolate durable core and consumables such as magazines and little parts.
It is not the value of the headline. The value is the maintenance history: what failed, what wore out, and what continued running without any maintenance longer than anticipated.

2. Mean Rounds between Interruption (MRBS) Monitoring
MRBS imposes discipline: all unplanned stops will get registered, classified, and assigned. Stoppages due to ammunition can be excluded in a formalised protocol, and the unstranded stoppages due to the gun do not disappear. This difference is important since bad ammo and gun problem may appear exactly the same in the here and now.
The protocol of a 50,000 round machine gun focused a benchmark language on reliability limits including Mean Round Between Stoppage (MRBS) and rigid definitions of what matters. Even in the case of pistols, MRBS discipline would give at a glance whether the platform is improving with tuning, or it is just getting a lucky interlude between hiccups.

3. Mean rounds between failure (MRBF) With a One Minute Rule
MRBF is more extreme than MRBS: when the gun requires the parts replacement or when it requires too much time to restore, it is considered to be a failure. That develops a reliability measure that rewards owners who usually make excuses as to why it was just maintenance.
In the case of stress testing, the rule set is all: determine what is considered a failure, what tools may be used, and what time constraints there should be. When one uses the one-minute concept as in the formal protocols, a test cannot be saved due to a long bench work that could have never occurred with the actual application of that test.

4. Cold-Soak/Heat-Soak Temperature and Humidity Cycling
Temperature variations reveal lubrication options, tolerance stacking and condensed issues. A practical implementation is a gun with a cold-soak-firing-string-cold-soak-heat-soak-firing-string-hot-soak-cold-soak-firing-string-hot-soak-cold-soak-firing-string-hot-soak-cold-soak-firing-string-hot-soak-cold-soak-firing-string-hot-soak-cold-soak-firing-string-hot-soak-cold-soak-firing

Exposure down to -40C and up to +140C, as well as high humidity conditions, are often listed as extreme-condition test ranges of handguns, and are deemed to be representative stressors in which the handgun should be tested. Such temperature and humidity testing is particularly eye opening when a pistol is put to the test with the same magazines, holster and lubricant that would be dialled outside the range.

5. Checks on Saltwater Exposure and Corrosion Resistance
Salt is a long-term dependability murderer in the sense that corrosion will occur on springs, pins, and friction surfaces over time before bursting out. One of the practical tests is exposure to the repetition and then perform a function check, rather than one dramatic dunk.
One of the recorded stamina tests was where the pistol was left in the bottom of the ocean six months and then examined and fired again. Extremes of that type of saltwater stress, but it highlights what the more practicality based salt fog/spray approach is intended to discern, which is the corrosion that alters fit, finish and functionality without being noticed by the shooter.

6. Top Round, Bottom Round, Slide-Lock Magazine-First Reliability Testing
A lot of the gun problems are disguised magazine problems. A magazine-first test isolates that variable, requiring the pistol to feed the hardest rounds: the first round off a full magazine and the final round as the spring pressure varies, and also ensures that the slide-lock performance is correct and that it inserts and ejects correctly.
A protocol involves single-round, slide-lock loads; repeated first-round loads on fully loaded magazines and fully loaded magazines loaded with insertion of the slide forward. These are the steps outlined by magazine-oriented defensive handgun testing, which tend to unravel the problems much earlier than any shoot a few boxes and call it good.

7. Course-Use Stress: movements, Drops and Accessory Loosening
High-round-count course and carbine/pistol course make an ignored test environment: thousands of rounds discharged under time pressure, with guns slung, bumped, and handled when wet, sweaty or dirty. There, initial failures are often of an add-on-type, such as an optics mount, screw, light, or an incorrectly fitted part, before the underlying gun dies.
This has been observed by experienced instructors since kitchen table builds are known to fail early on through stoppages, loose parts, assembly mistakes, sometimes in the first hour of a course. The usefulness of this type of testing is that it penalizes marginal setups and reveals those maintenance practices that appear innocuous in slow practice.

The measure of reliability under stress is most effectively taken using tests that separate out variables and leave a record: what ammunition was fired, what magazines were loaded, what maintenance had been done, and what prevented firing. In its absence, a perfect range day may conceal the same weak link that manifests itself later, when things will have become ugly.
Even when comparing the results of the seven tests, the common conclusion is easy to grasp: repeatability and attribution are more important than spectacle. The better a test has the potential to determine whether it was the gun, or the magazine, or the ammunition, or the set-up that caused the culprit to do what he/she did, the more it tells us about actual reliability.

