Three Rulers for One Word: Why Taolu, Sanda and MMA Need Three Different Analytical Frames

On the scoring table for a wushu taolu routine there is no box marked "win" or "loss". Three judging panels split the work: Panel A scores movement quality, Panel B scores overall performance, Panel C scores difficulty, known as nandu. An athlete can complete a routine without a single technical fault and still leave empty-handed because a rival registered a few tenths more difficulty. Nobody gets knocked down. No round is ever scored.

Yet when a face like Duong Thuy Vi walks into a Vietnamese sports page, she usually has exactly one column left to be judged by: head-to-head record. The column is blank, and the blank gets read as a verdict.

In May 2026, SEA Games 31 in Hanoi closed with 205 gold medals for the host delegation, according to the organisers' official medal table. Most of those medals came from sports where nobody gets knocked down, or from martial arts decided by judging panels.

The paradox sits right there. Vietnam celebrates the gold table, then returns to the same familiar toolkit when writing deeply about individual athletes: bouts won, knockouts landed, takedown defence. Those metrics exist in boxing, kickboxing, Muay Thai, grappling and MMA. Carrying them into taolu, kata, poomsae or Vietnamese traditional martial arts demonstration is a conversion with no basis. The same thing happens to poomsae figures such as Chau Tuyet Van.

The ambiguity is not unique to Vietnam. Karate kata entered the Tokyo 2026 Olympic programme and was dropped for Paris 2026, while federations still argue over how forms should be scored. If the governing bodies have not settled on a measurement system, a writer choosing the wrong frame is understandable — but understandable is not harmless.

Since Lion Championship launched in 2026, domestic fans have had, for the first time, a professional MMA promotion with full stat sheets: records, finish rates, control time. That is real progress, but it also establishes a single standard, and every martial art without such a stat sheet gets pushed down the news list.

Each group of disciplines decides results differently. Boxing and kickboxing use the 10-point must system per round. MMA uses the unified rules over three or five rounds, with wins by decision, stoppage or submission. Sanda scores legal strikes, takedowns and ring-outs. Taolu, kata and poomsae are scored on technical and performance panels. Traditional Vietnamese martial arts run several competition and demonstration rulesets side by side. Each scoring system generates its own kind of data, and no kind translates directly into another. Asking a taolu athlete about her win count is as meaningless as asking a swimmer about her goal tally.

The more dangerous trap is the state of not being assessable. I once built a ten-section analytical framework for an article about martial arts; checked against the source, all ten sections returned the same line: insufficient information. The framework was not broken. It was placed in the wrong spot. Readers, and sometimes editors, do not read "insufficient information" as the framework's fault; they read it as "there is nothing worth saying about this discipline". The emptiness of a wrong analytical framework is easily mistaken for the emptiness of the event itself. For a forms athlete, the line "0 wins" appears in print not because she has no achievements, but because the writer asked the wrong question.

Based on my experience covering SEA Games editions and domestic MMA nights in person, I see this gap widening every season. Money follows moving images: a three-second knockout is shared hundreds of thousands of times, a three-minute taolu is not. Sponsors look at views, broadcasters look at advertising time, and both conclude that the discipline with finishes is the one worth funding. The result is that MMA fighters get managers, contracts and money, while a forms champion gets a medal and a flight home. This injustice is not written in the rulebook; it sits in the analytical frame of writers, broadcasters and the people selling sponsorship.

I may be wrong. Panel scoring is not immune to error. Kata, taolu and poomsae have all seen disputes over results that are hard to verify, and fans have a right to doubt when the data is not public. If I demand respect for that system while ignoring this, I am covering for it. And combat metrics remain useful to forms athletes at another layer: they are the basis for budget requests and for proving the value of state investment. Wiping them out would cut the resources of the very people I am defending.

And I should be straight about where I stand. I make a living from quantification; my writing career rests on percentages pulled from fight stat sheets. From a student blog, I learned this: to set off a big bang, you have to light the fuse yourself. People remember me for the explosion, but I remember myself for sitting down and writing — and sitting long enough shows that I am part of the habit I am criticising.

A verifiable prediction: within two years, at least one Vietnamese sports newsroom will publish a dedicated stat sheet for forms disciplines — difficulty values, technical deductions — next to the medal table. Somewhere, a headline like "taolu athlete won no bouts" will appear. When it does, the problem will not be missing data, but one missing thing: the right analytical frame. A hot take is never an answer. It is a kick to make other people want to argue.