Martial Arts Is Not One Sport: The Trap of the Empty Analysis

On the night of November 12, 2026, I sat in front of a screen in a coffee shop on Lach Tray Street in Hai Phong, watching Israel Adesanya knock out Alex Pereira in the fifth round at UFC 281. The whole room shouted one line: Adesanya got his revenge. Nobody mentioned that Pereira had beaten Adesanya twice on the Glory kickboxing stage before that, and that the left hook at Madison Square Garden only erased half the story. Three weeks later, an analysis document landed in my hands. It was long, with section headings, tables, and a professional conclusion. I read it top to bottom. No fighter names. No weight class. No ruleset. Not a single data point. The only filled field was a label: martial arts. I sat still for a while. An analysis of martial arts that cannot determine whether it is about MMA, boxing, taolu, or sanda cannot analyse anything at all. It is like a map with the words “Asia” printed in the middle of the page. The problem with this trade is not a shortage of data. It is that people keep writing when the data is zero. ONE WORD, “MARTIAL”, THAT HOLDS FAR TOO MUCH I started writing about martial arts in 2026, when I was a contributor to a sports newsroom in Australia before moving back to Vietnam. Those eight years were enough to see the domestic combat scene change faster than any other sport. Professional boxing added fight nights, muay thai built a steady national circuit, MMA saw private promoters stage events, and Vovinam along with other traditional disciplines kept their own federation-run competition systems. Martial arts content grew far faster than the number of actual fights. Every fight night pulls in dozens of articles, hundreds of social posts, thousands of comments. Most of them are written within hours of the final bell, before the writer has rewatched the footage, opened the stat sheet, or asked which branch of martial arts they are actually talking about. This is where a label like “martial arts” becomes a problem. In automated tagging systems, “martial arts” is usually the result of keyword matching: the word “martial”, the word “belt”, the name of an event, and the tag is applied. That label is enough to sort a content library, but not enough to analyse a fight. Beneath that label sit at least three different logical systems, and they cannot share one set of evaluation criteria. I still tell my interns: if you cannot identify which branch you are analysing, then every sentence you write can be right and can also be meaningless. Behind empty articles sits a machine with its own reasons to exist. Speed is rewarded with impressions, impressions are rewarded with ad revenue, and revenue does not distinguish between an article with an anchor and one without. In that machine, verifying data is a cost with no direct return. That is why the old habit survives even though everyone knows it is wrong. THREE BRANCHES, THREE LOGICS Before writing anything, I ask myself three questions. First, under which ruleset does this fighter compete. Second, how is the result decided — judges scoring, officials awarding points, or the referee stopping the bout. Third, does the data I need exist publicly. Those three questions take about thirty seconds. They filter out most errors before those errors become sentences. The first branch is modern combat sport: MMA, boxing, kickboxing, muay thai, grappling. Here, winning and losing is the base measure, and everything revolves around performance. The data is verifiable: significant strikes landed per minute, strikes absorbed per minute, takedown accuracy, takedown defence, control time, significant strike differential. In boxing, the CompuBox system is an almost mandatory reference when debating a major fight. On May 18, 2026, in Riyadh, Oleksandr Usyk beat Tyson Fury by split decision and became the first undisputed heavyweight champion in more than two decades. The stat sheet from that fight showed Usyk threw fewer punches but landed at a far higher accuracy rate, especially from the eighth round onward. If you only count total punches thrown, you will reach the wrong conclusion about the winner. In MMA, the official UFC stat sheet is the baseline source. But even there, numbers must be read with context. A fighter who holds top position for four minutes may be winning, or may be pinned and simply waiting to escape. The same number, two opposite stories. The second branch is forms: taolu, routines, performance sets. Here there is no direct opponent on the floor. Scores come from a judging panel, split between quality of movement, overall performance quality, and degree of difficulty. A strong taolu athlete does not “beat” anyone; they score higher. If you apply boxing’s win-loss logic to taolu, you will write sentences that sound very confident but have nothing to do with how that discipline operates. The third branch is sanda, tanshou, and hybrid combat formats. There are strikes, there are throws, there is scoring, and there are specific rules about prohibited areas and how points are counted when both athletes land simultaneously. It is not MMA, not boxing, and certainly not taolu. This is the branch where most writers get it wrong, because on the surface it looks like kickboxing while the rules sit closer to grappling. Vovinam is the clearest domestic example. One discipline, one federation, yet the sparring system and the forms system score completely differently. I once read an analysis claiming a fighter “had a weak mentality because he lost in the final”. On checking, it was a forms event, and the so-called loss was actually a deduction in the difficulty section for an imperfect landing. One word applied to the wrong branch, and the whole conclusion collapsed. What is notable is that most errors of this kind do not come from carelessness. They come from habit. Sports writers are trained to describe a contest chronologically, and the chronology of a forms routine looks exactly like the chronology of a round. The reader’s eye cannot tell either. Only when you hold the score sheet does the difference surface. THE DATA ANCHOR After the EURO 2026 shock, I set one rule for myself: never write a single conclusion about a fighter without at least one piece of independent data standing behind it. An independent source does not have to be Opta or FIFA. It can be a hand tally I built myself. In the autumn of 2026, I sat down and broke down footage of five fights by a young MMA striker to answer one question: after losing position, how many seconds does he need to close the distance again? I counted manually, logging each instance in a spreadsheet. The average was 2.4 seconds in round one and 5.1 seconds in round three. That number appears nowhere online. It told me his problem was not technique but his ability to sustain closing pressure. I have a small principle when breaking down numbers: only count what I can explain to someone who never watched the fight. If I cannot explain it, that number is not ripe enough to put in the piece. The method is time-consuming. A single fight takes about forty minutes to break down, not counting slow-motion replays. But it creates what I call the anchor. Once there is an anchor, every sentence that follows is tied to a fixed point. Without an anchor, sentences drift with the mood of the crowd, and the mood of the crowd changes direction after every bell. Based on my experience following these fights, a bout is rarely decided by what the audience remembers most. People remember the finishing blow. The fight is usually decided thirty seconds earlier, when one side loses balance because they chased the wrong rhythm. BEHIND THE NUMBERS If it stopped here, the story would be neat: data equals truth. But this trade is not neat. Data can also become a crutch. A writer holding ten metrics can build a very tight story, full of numbers and tables, and still be completely wrong. I have been there. In July 2026, I publicly predicted Italy would be eliminated in the quarter-finals for lacking a player who could create something out of nothing. They won the tournament. A reader wrote a rebuttal pointing out that every Italy pressing metric ranked in the top three of the competition. I got EURO 2026 wrong, not because I lacked information, but because I trusted the crowd. That lesson hurts more when applied to martial arts. In boxing, a fighter can dominate the punch-count and still lose because the opponent’s landed shots carried far more weight. In MMA, high control time does not necessarily mean controlling the fight, if most of that time is spent in a passive position. Numbers are ingredients, not conclusions. The writer is the one who cooks. I have also fallen into the opposite trap: distrusting all data. There was a period when I believed every stat sheet was distorted, and I wrote as if only my own eye could be trusted. Readers told me plainly that this too is a form of arrogance. They were right. Doubting data without offering replacement data is just another belief, wearing a bulletproof vest. There is a kind of data worse than having none at all: data selected to serve a conclusion already written. I call it decorative data. It makes a piece look more credible while really just legalising a prejudice. People call me the contrarian. I call it how I keep myself sane. WHEN THE RIGHT ANSWER IS “NOT ENOUGH INFORMATION” Back to the document three weeks after UFC 281. What bothered me was not that it was empty. What bothered me was that it was empty and still confident. In professional analysis there are three tiers of evidence: the explicit tier, the reasonable-inference tier, and the speculative tier. A decent writer must state which tier they stand on. A piece that names no fighter, no weight class, and no ruleset stands on no tier at all. Saying “I do not have enough information to conclude” is an expensive sentence. It costs engagement, it costs reads, it costs the feeling of looking inadequate. But it is the only honest sentence when the data is zero. And over time, that sentence builds credibility fastest, because readers remember who refused to bluff. I once watched an editor kill a piece for one reason: it named nobody. He said that without names, readers have nothing to verify, and we have nothing to be accountable for. I have carried that line ever since. To understand a fight, I look at the defeat before the fight. With an analysis, I look at the blank space first. Readers can protect themselves with three simple questions when reading a martial arts analysis. Which discipline and which ruleset does this piece cover. Where do the numbers come from. And does the writer admit anything they do not know. Those three questions need no specialist knowledge, only the patience to read to the last line. WHAT HAPPENS NEXT I expect that within twelve months, at least one major martial arts training institution in Vietnam will publish its internal competition dataset publicly, with clear notes on sources and collection methods. Not because they are generous. But because pressure from viewers has reached a threshold: people who pay to watch a fight will soon demand to read an analysis they can verify. And when that day comes, empty articles will not disappear. They will simply lose their place.