Corner of statistics
From predicting the result of a match to predicting which team will become the champion, for many years, football fans have witnessed interesting changes.
From the emotional predictions of humans to the appearance of animals - most notably the octopus Paul at the 2006 World Cup, to the present is the playground of data, where supercomputers, AI algorithms and even... economic models make the "prediction matrix" more attractive.
The World Cup 2026 prediction game reflects many angles in football research. Top world statistics units are bringing colorful perspectives.
For example, Opta, based on stable form, young generation depth and ball control ability, has placed Spain in the top candidate position with about 16% chance of winning the championship. This is the result based on thousands of match analysis models and personal technical parameters. Artificial intelligence systems such as ChatGPT or Copilot show preference for the French team. With AI, "Les Bleus" is a winning machine operated by battlefield experience and a balanced squad in all lines, accounting for about 12-13% of the championship ability.
The probability model of Portsmouth University, after performing up to 1 million simulations, shows that England is facing a historic opportunity with 15.9% chance of winning the championship. Meanwhile, despite facing pressure on the age of key players, Argentina is still rated by experts at 10% chance.
This is a perspective based on "the spirit of the champion" - a qualitative factor that data sometimes finds very difficult to measure accurately.
With AI, with algorithms, making predictions seems to become more convenient, but whether it is easier or not is difficult to answer. How do you answer the question of predicting match scores or predicting champions is more difficult?
Good news for the Netherlands?
Amidst the prediction "matrix", there is a world name to pay attention to because he has never guessed wrong. That is Joachim Klement, a famous investment strategist at Panmure Liberium. You may not remember, but let me reiterate that he accurately predicted the champions of the last 3 World Cups (2014, 2018, 2022).
For Klement, the interesting thing is that he researched with the hope of exposing the absurdity of trying to predict sports results.
Not focusing on expertise, Klement relies on known "system" factors, such as national population, wealth, climate and FIFA rankings. And this year, his conclusion is: "The Netherlands is champion". That is the inevitable consequence of a country with a stable economy, a well-invested youth football system and a perfect intersection between population size and sports management capacity.
However, Klement reminded that, accept information with a certain skepticism, because the above factors only reflect a part of the story. "The remaining 50% is luck" - he added, "Each match - especially when high-quality teams with equivalent level face each other - really depends on the performance of the day, the referee's decision, or a little luck. Those things are completely unpredictable".
But with each accurate prediction, the pressure of expectations weighed heavily on Klement. At the office, Klement had to face questions from colleagues...
