Three Yardsticks for a Fight, and the Trap of Measuring With the Wrong One

Late November, I stayed behind alone in a small gym on Tran Nguyen Han Street in Hai Phong, rewatching footage of the weigh-in at a grassroots combat event. A young fighter, soaked as if he had just been dunked in water, stepped onto the scale and nearly buckled. His coach caught him, handed him a bottle of salt water, told him to sit down on a plastic chair. I rewound that clip four times. Each time, one question surfaced a little more clearly: with what I actually have in hand — one video file, a few half-finished metrics, and a pile of preconceptions — what can I honestly write?

Eight years ago I thought this job was simpler than that. I got EURO 2026 wrong, not because I lacked information, but because I trusted the crowd. I wrote a long piece, got hammered, and was forced to write a second one to hold myself accountable. That accountability piece ended up being the most praised thing I published that year. Since then, before every article, I ask myself a different question: do I have enough data to reach a conclusion, or only enough data to sound like I understand?

Vietnamese combat sports are in an unprecedented phase. Domestic MMA events are sprouting in Hanoi, Ho Chi Minh City and Da Nang. Grassroots Muay Thai exists in almost every inner-city district. Vovinam and traditional martial arts hold national tournaments every year. Judo, wrestling, taekwondo and wushu sanda clubs keep recruiting every term. Fans no longer lack events to watch.

What they lack sits somewhere else. It sits in the yardstick.

The Vietnamese combat-sports crowd measures every fight with a single stick: win or lose, and whichever way of winning looks tougher. Fighters on long win streaks get ranked higher. Those who lose consecutively are written off as finished. That reading sounds obvious, but it fails at one fundamental point: it assumes every martial art operates on the same logic.

They do not. And that is where I want to pause a little longer.

A fight does not have one yardstick. It has three, and measuring with the wrong one produces a structurally wrong conclusion — wrong in kind, not wrong in degree.

The first yardstick is modern professional combat: MMA, boxing, kickboxing, Muay Thai, wrestling and grappling. Here the logic revolves around finishing ability, round quality and control time. The metrics used to read this group include significant strikes landed per minute, significant strikes absorbed per minute, takedown accuracy, takedown defence and control time on the ground. Alongside them sits a test few bother to run: opponent quality. A ten-fight win streak against weak opposition is a padded record, not a built one.

The second yardstick is sanda, the hybrid combat discipline of wushu. It permits punches, kicks and throws, but its scoring rules and the way referees handle contact differ from both kickboxing and MMA. Reading sanda with MMA knockout numbers is reading the wrong frame of reference.

The third yardstick is taolu, competitive routine performance. Here the concept of finishing a fight does not exist. A routine is scored on movement difficulty and performance quality. A taolu athlete can be a national champion without ever having stepped into a single bout. Score that person on win-loss record and a writer will construct an analysis that sounds very convincing and is not real.

I stress this because it is the most common error in the combat-sports analysis I read, including on well-known outlets. The writer falls in love with a framework they already know, then applies that framework wholesale to a completely different subject. The result is fluent prose, with numbers and charts, wrong from the root up.

Among those three yardsticks, one variable matters most to me and is ignored most often: the scale.

The highest-predictive-risk variable in combat sports is not the strike. It is the weight-cutting process. Rapid dehydration-based cutting can lead to kidney damage, rhabdomyolysis and collapse at the weigh-in itself. This is the highest-severity, most time-critical risk category, because acute events decay in value by the hour. How much weight did the fighter cut, over how long, have they ever missed weight, do they have a history of seizures or severe cramping — those are the questions to ask before asking who hits harder.

Based on my experience watching fights, most pre-fight media coverage in Vietnam stops at the number displayed on the scale board. The scale shows the destination, not the journey. It says nothing about the forty-eight hours before.

The second risk group is brain health. Cumulative head strikes, knockout count, the interval between brain injuries, sparring volume in the gym — all are data required to assess a career. Without them, any claim about a fighter's durability is a guess dressed up in a confident voice.

Then judging. The ten-point must system, in which each round's winner takes ten points and the loser nine or fewer, underpins scoring in most modern combat sports. But at many grassroots events, detailed scorecards are never published. Without scorecards, refereeing controversies cannot be analysed seriously. Fans are left to argue by feel.

On organisation, the picture is clearly stratified. MMA has major promotions such as UFC, ONE Championship, Bellator and PFL. Boxing splits its titles across four bodies — WBA, WBC, IBF, WBO — and that fragmentation is the source of most arguments about who is number one. Kickboxing has Glory and K-1. Professional Muay Thai is tied to the twin-stadium system of Lumpinee and Rajadamnern in Bangkok. Grappling has ADCC and IBJJF. Performance wushu runs from the National Sports Festival up to the world championships. Each tier has its own commercial rules, and each tier treats fighters differently.

On money, there is one fact worth citing. According to the filings in the Le v. Zuffa antitrust case in United States federal court, the revenue share paid to top MMA fighters sits below twenty per cent, while elite boxers have taken more than half. Starting purses for a new fighter typically land in the ten to twenty thousand US dollar range per bout, while training, nutrition and medical costs come out of their own pockets. In Vietnam, from my observation, most grassroots fighters still work day jobs; a single fight's pay can amount to little more than travel and food money.

That leads to the final risk group: post-career security. For most fighters, earnings concentrate into a three-to-five-year window. Once that window closes, there is no pension fund, no union, no transition pathway. Those who stay on the mat longer than their bodies allow usually do so not out of passion, but out of bills.

At this point I have to argue against myself, because that is the part I owe the reader.

My three-yardstick division may be too rigid. Fighters today switch disciplines constantly: one moves from sanda to MMA, another from taekwondo to kickboxing. The borders between groups are blurrier than I described.

It is also possible Vietnamese audiences do not need metrics at all. They come to combat sports for emotion, for the moment a person stands back up after being dropped. Since the 2026 World Cup, I have known that football does not live in a spreadsheet, it lives in the chest. Combat sports are the same, at least in part. If I turn every fight into a spreadsheet, I will kill the very thing that keeps people awake until three in the morning.

And there is a more uncomfortable possibility: saying there is not enough data can be a lazy person's excuse. Saying I do not know is far easier than digging to the end for a temporary but useful conclusion. I have to remind myself of that every week.

But between two options — building a good-sounding conclusion out of empty data, or admitting the gap and going to find real data — I choose the second. To understand a match, I look at the defeat before the match. With combat sports, I look at the scale and the medical file before I look at the strike.

People call me the one who swims against the current; I call it how I keep myself sober.

My prediction, so anyone can verify it: within the next twenty-four months, at least one professional combat promotion in Vietnam will publicly release full pre-fight weigh-in and medical clearance data for every fighter on the card. Not out of ethics, but out of commerce: whoever does it first sets the standard, and every other promotion will be compared against it. If I am wrong, I will write the accountability piece. As usual.