Joachim Klement's Statistical Model Predicts Netherlands as World Cup Champions
Paul the Octopus needed only a glass tank and a plate of mussels to become a World Cup icon. Joachim Klement needs a spreadsheet.
The German economist has built a statistical model that has done what no pundit, no supercomputer and no clairvoyant cephalopod has managed over time: it has correctly predicted the last three World Cup winners. Germany in 2014. France in 2018. Argentina in 2022. All nailed, in advance.
Now it says the Netherlands will be champions this summer. If the Dutch do lift the trophy in July, Klement’s record will stand at four tournaments, four correct calls.
The reluctant ‘oracle’
Klement is no showman. He describes himself as a “pessimist”, not a prophet, and works as a strategist at investment bank Panmure Liberum in London. He has lived in the UK for a decade and insists this whole thing started as a joke at his own profession’s expense.
“This started as an exercise in showing the world a hubris of economists who think they can forecast stuff that they actually have no clue about,” he says. “And now it's become an exercise in how, if you're lucky often enough, people will think you're a guru.”
In 2014, he ran the numbers partly to prove how ridiculous it was to try to forecast something as volatile as a World Cup. His native Germany came out on top in his model. When they actually won in Brazil, it felt like a lucky hit.
So he tried again in 2018, expecting the spell to break. The model pointed to France. Les Bleus won.
He went back once more for Qatar 2022. This time the algorithm spat out Argentina. Lionel Messi did the rest.
“Because I was right three times in a row, people now think that this model is unbeatable and that I obviously will have to be right as well next time,” Klement says. The expectation, he admits, now weighs heavier than any spreadsheet.
Inside the model
There is no mysticism in Klement’s method. No octopus, no tarot cards, no insider whispers from training camps. His model leans on what he calls “systemic” factors: national population, wealth, climate, Fifa world rankings and other broad indicators that tend to shape long-term football success.
Those variables, he argues, explain about half of what happens at a World Cup.
The rest? Chaos.
“The other 50% is luck,” he says. “Every match – especially when you have these high-quality teams playing against each other that are very similar in skills and quality – it really depends on the form of the day, a ref call, a piece of luck in the sense of hitting the post versus the ball going in. Things like that are completely unpredictable.”
His model doesn’t just spit out a winner. It maps the entire 48-team tournament, tracing likely paths, shocks and dead ends.
This time it has Japan stunning Brazil in the second round. It has Scotland falling at the group stage. It has England marching to the semi-finals, only to be stopped by Portugal – 20 years after Cristiano Ronaldo and company knocked them out in 2006.
The model does not go as far as to specify another penalty shootout. Some traumas don’t need simulating.
A distraction in a dark world
Every four years, as the World Cup looms, Klement disappears back into his data. It is, he says, a welcome escape from his day job and from the wider world.
“In particular in 2026, when there are so many crises, wars and things going on, it is something that makes me feel good and hopefully the readers feel good and gives them a little bit of a distraction from all the kind of bad stuff that is going on in the world.”
His forecasts have quietly built a following. Each successful prediction brings more attention, more downloads, more questions. The tone of those questions has changed too. What began as a tongue‑in‑cheek exercise is now treated by many as gospel.
Inside his office, colleagues quiz him on details no model can truly handle. How does an ACL injury to Dutch and Tottenham midfielder Xavi Simons affect the probabilities? Does one player’s absence tilt the entire bracket?
The truth, Klement knows, is that it shouldn’t. But once a model is three-for-three, people start to see certainty where he sees only odds.
All eyes on the Netherlands
This time, the numbers say Oranje.
The Netherlands, three times beaten finalists, are projected to finally climb the last step. That single line in Klement’s report has already moved real money. “I've got several colleagues who bet some money on the Netherlands in response to me publishing that note,” he says.
He has warned them. Repeatedly. The model is not magic. It is not flawless. It leans on patterns, probabilities and history, then throws them against a tournament that can be turned by a deflection or a red card.
Still, faith is a powerful thing in football and finance.
So Klement waits for the first whistle in June with a strange mix of dread and curiosity. If the Netherlands go deep, the legend grows. If they crash out early?
“And if the Netherlands get eliminated from the World Cup,” he says, “I think the next day I have to work from home.”
