Eight Data Columns and a Blank Page: How Combat Sports Analysis Is Losing Its Own Craft

At three in the morning in Incheon, I opened an eight-part document sent by a colleague. Eight sections, eight tables, every cell filled with the same phrase: insufficient information. No fighter named. No weight class. No fight date. No organisation identified.

The person who wrote it did the hardest part of the job correctly: faced with no data, he did not invent a fight. I read it three times. The first time I saw honesty. The second time I saw emptiness. By the third reading I saw something worse: an honest report and a meaningless report now look so similar that almost nobody can tell them apart. Both are tidy. Both are silent. Neither offers a single fact the reader can argue with.

Then I thought about the night of 13 November 2026 in Las Vegas. Duk Koo Kim, a twenty-three-year-old South Korean boxer, entered the fourteenth round against Ray Mancini for the lightweight title. Referee Richard Green stopped the fight. Kim collapsed, fell into a coma, and died five days later. That death forced the World Boxing Council to cut championship bouts from fifteen rounds to twelve.

One night in Las Vegas changed a rule. An eight-page document in Incheon changed nothing. That gap is the distance between analysis and decoration.

A market that lacks sources, not voices

Anyone who has followed combat sports in Vietnam over the past decade knows the feeling. Gyms have multiplied in Ho Chi Minh City, Hanoi and Da Nang. Boxing, Muay Thai and mixed martial arts all found audiences at once. Regional promotions and international events now stream live. Alongside them runs an endless current of commentary: videos, articles, livestreams, podcasts.

Volume has a price. When anyone can open a channel and call themselves an analyst, the scarcest commodity is no longer the opinion. It is the source. Where the number came from, when it was published, which body supplied it, and whether the person quoting it has a name.

I started writing in 2026 from a newsroom in Australia, passed through Vietnam and settled in South Korea. Forty-two years inside newsrooms taught me one simple thing: people can lock the stadium gates, but nobody can lock a pen. For that same reason, a writer has to lock himself with something else. With data.

The eight empty cells in that document, if filled properly, should answer eight concrete questions. I call them the load-bearing columns of any serious combat sports analysis.

Column one: style matchups, where real data begins

A fight does not begin with the question of who is stronger. It begins with who can impose his rhythm on the other man. That is the style problem: a striker against a wrestler, a long-armed fighter against a pressure fighter, a counter-striker against someone who walks forward.

Here the data has names. Significant strikes landed per minute. Takedown defence percentage. Takedown accuracy. Average control time per grappling exchange. And above all, the quality of the opponents against whom those numbers were produced. A seventy per cent takedown defence rate built against unranked opponents is not worth the same as the identical figure earned against three title contenders.

Take 6 October 2026, when Khabib Nurmagomedov met Conor McGregor at UFC 229. Sports media at the time recorded roughly 2.4 million pay-per-view buys, the highest in the organisation's history. But the commercial record did not decide the fight. Distance decided it. McGregor could not hold the range, and once range disappeared, elite striking became irrelevant. Nurmagomedov retired in October 2026 with a record of twenty-nine wins and no defeats.

Do not trust the scoreboard; trust the moment where the fight actually belonged. A useful analysis must point to that moment, name the round, and explain why it happened.

Column two: the scale, career mileage and avoidable deaths

This is the column Vietnamese combat sports discusses least, even though it is the most dangerous.

In December 2026, Yang Jian Bing, a twenty-one-year-old fighter, died from complications linked to his weight cut at a ONE Championship event in Manila. The death did not come from a strike. It came from a process.

That story is not isolated. In 2026, three American college wrestlers died within a short period, and the United States was forced to rewrite its entire rulebook on weight management. The lesson repeats in every sport with weight classes: weight is not a private matter for the fighter. It is a matter for the medical system standing behind him.

Weight management has been romanticised to the point where fans read a brutal cut as a badge of willpower. In reality, most extreme cuts exist because the fight calendar is built around broadcast needs, not around recovery needs. A fighter cuts weight to keep a slot on the card. He does not cut weight to become healthier.

Before I discuss technique, I ask four questions about any fighter. How much career mileage is left. How many genuinely hard fights has he already been through. Does he carry an injury history. And who is responsible for monitoring his health between fights.

Without those four answers, every compliment is an empty compliment.

Column three: belts, exclusive contracts and the organisational game

Professional combat sports runs on a beautiful paradox. Promotions need star fighters to sell tickets, but they also need those stars locked in-house so they cannot negotiate freely elsewhere. Exclusive contracts accomplish both at once.

The first consequence is belt inflation. Interim titles, regional titles, world titles in divisions with only a handful of genuinely elite athletes. Every belt is a media asset, and assets must be harvested.

The second consequence is that genuine cross-promotional superfights almost never happen. Fans wait years, and in most cases they keep waiting.

In Asia the picture is more tangled still, with multiple organisations operating side by side, from global promotions holding international broadcast deals to regional events. For a young Vietnamese fighter, the choice is not only where to compete, but whom to sign with, for how long, and how wide the exclusivity clause stretches.

A serious analysis has to say this: a fighter is not only fighting the man across from him. He is fighting the structure of his own contract.

Column four: where the money enters and where it goes

Money in professional combat sports flows through four doors: live gate, broadcast rights, sponsorship and pay-per-view. In 2026, the broadcast agreement between the largest mixed martial arts organisation in the world and a major sports streaming platform was reported by international sports media at roughly 1.5 billion US dollars over five years.

But the question worth asking is not total revenue. It is what share of that revenue returns to the people who generate the value.

In Vietnam the structure is entirely different. Ticket sales are modest, domestic broadcast rights remain thin, and the real pillar is sponsorship. That means Vietnamese fighters depend on commercial relationships in which they usually have no voice. One sponsor changes its mind and an entire year's plan collapses.

The best seller of a fight is the man who understands the sadness of the ticket buyer. To sell tickets you must understand what the buyer is missing. What he is missing is a true story, not a fight with a prearranged outcome.

Column five: rules, judging and the ten-nine score

This column is easy to dismiss as a footnote. It is not a footnote.

A fight is only fair when the rule set is published in advance, the judging criteria are clear, and the scoring system is explained to the audience. In professional mixed martial arts, the mandatory ten-nine score for a clearly won round is among the most contested rules, because it converts razor-thin rounds into unambiguous wins and losses on paper.

Alongside that sits doping control. From 2026, the largest mixed martial arts organisation in the world began running an independent out-of-competition testing programme with the United States anti-doping agency, and it changed how fighters plan their entire training year.

In domestic promotions, the issue is transparency. Is the complete rulebook published. Are referees and judges listed by name. Are sanctions and medical suspensions disclosed after each event.

These things sound dry. They are foundations. Without foundations, every argument about a result is an argument between people reading different rulebooks.

Column six: after the lights go out

I write about combat sports, but what interests me most sits outside the ring.

Years of research on the brains of athletes exposed to heavy impact, carried out by research groups in the United States, has shown a relationship between accumulated blows to the head and long-term neurological damage. This is not entertainment content. It is public health.

A fighter's career usually ends at an age when most people are still building their first career. Head trauma, joint damage, deteriorating vision, and savings that will not cover the next thirty years.

In August 2026, one of the most beloved fighters in Asian mixed martial arts history announced his retirement after a final bout in Singapore. The way he left is worth studying: clearly, gratefully, and without dragging it out.

That is the model I want to see more often. Retiring on time is a professional skill, not a failure.

Column seven: canonisation and dethronement

Combat sports runs on a strange mechanism. The media creates the star, and then the audience itself demands his head when he loses.

Two straight wins over name opponents are enough for a fighter to be handed the biggest labels in the sport. One defeat turns those labels into questions about decline. Sometimes only months separate the two states.

2026 left me a lesson I cannot erase. When stadiums closed, everything that depended on crowd noise lost its decoration. On 9 May 2026, a major combat sports event took place in Jacksonville, Florida, with no spectators in the arena. That same year in Singapore, regional events were staged in silence.

2026 taught me that sport is only the echo of human beings inside an era of silence. When the echo disappears, people finally notice what they were watching: a real fight, or a performance.

Stars are canonised by the audience, and dethroned by the audience. No ranking can do that job on their behalf.

Column eight: transmission from the gym to the rankings

A martial art is only healthy when the whole chain is healthy.

At the top of the chain sit gyms and coaches. In the middle sit promotions, broadcast systems and data. At the end sit media, fans and the betting market.

In Vietnam, the first link is swelling faster than the second and third. More gyms, more young fighters, but the number of events good enough for professional competition, the number of properly trained referees, and the number of doctors who understand combat sports injuries are all rising far more slowly.

When the chain is out of balance, the consequences fall on the weakest link: the fighter.

Based on my experience watching fights and gyms in both South Korea and Vietnam over many years, I believe the biggest bottleneck is not money. It is data. Nobody knows precisely how many fighters are genuinely competitive, how many bouts took place last year, how many injuries were recorded. What cannot be measured cannot be managed.

Where I might be wrong

I have to be honest about two possibilities.

First: that eight-page document may simply be a data transmission error. If so, I have built a straw man and punched it, and everything above is an attack on a technical glitch. I accept that risk, because even if it was a glitch, my reaction still measures a habit common to the whole industry.

Second, and harder to swallow: perhaps this business genuinely needs storytelling more than data. Fans pay to feel, not to be accurate. A densely statistical analysis can be correct and still go unread.

But if that is true, we should call things by their real names. This industry is selling emotion, and writers are selling the sensation of understanding. Those are different products, and only one of them survives after the fight ends.

I once burned my own bridge on live radio just to see the far bank more clearly. In 2026, in a studio in Incheon, I said plainly that a South Korean football star the whole country worshipped was not yet a world-class superstar, and I attached numbers about his record against the strongest teams. The phone lines exploded. I had to apologise partially the following week, but I held my position. I know what it feels like when an entire market turns its back. I also know that without a single number, I would have lost that night immediately.

That is why I do not forgive emptiness. Not because I enjoy being right. Because emptiness is the only thing that cannot be argued with.

What I am waiting for

Over the next eighteen months, I expect the first domestic combat sports promotion in Vietnam to publish three things in full will pull ahead of the rest: a written rulebook, medical suspension lists after every event, and round-by-round fight data.

None of those three things requires much money. They require courtesy toward the audience.

And if you hand me a blank page, I will hand you back a blank page. That is the kindest thing a sixty-four-year-old writer can do for an industry that has become far too lenient with itself.