
NEXUS called the World Cup before it began
Spain to win. Argentina in the final. England and France in the third-place playoff. NEXUS made all three predictions before the tournament kicked off.
NEXUS called the World Cup before it began
Spain to win. Argentina in the final. England and France in the third-place playoff. NEXUS made all three predictions before the tournament kicked off.
Champion
Spain
Finalist
Argentina
Third-place playoff
England v France

Before the tournament began, Fundamental took NEXUS’s calls onto the air: Spain to win, Argentina in the final, and England v France in the third-place playoff. The model made the case in public before a ball was kicked.
TBPN — “Fundamental brings NEXUS to AWS”
01 — THE CHALLENGE
The Challenge
The World Cup might look like the ultimate prediction problem, because it is. National teams play relatively few games, squads change constantly and having the world’s best players doesn’t necessarily create the world’s best team.
There are countless signals and relatively few opportunities to see how they come together. Yet before a ball was kicked, we wanted to see whether NEXUS could make sense of more than a century of football history and predict how the tournament would unfold.
02 — THE APPROACH
The Approach
NEXUS combined international match results dating all the way back to 1872 with contemporary squad-level information derived from EA Sports FC / FIFA player ratings. That gave it more than 150 years of competitive history alongside a current view of the players available to each country.
HISTORY
Signals across time
CONTEXT
Live variables
NEXUS
Prediction layer
150+ years of international match results
Contemporary squad strength from player-level ratings
Sportsbook odds excluded from the model and used only as an independent benchmark
03 — THE RESULT
The Result
150+ years of match history • Pre-tournament forecast
PREDICTED CHAMPION
Spain
CONFIRMED
PREDICTED FINALIST
Argentina
CONFIRMED
PREDICTED PLAYOFF
England v France
CONFIRMED
All before the tournament began. And once it did, NEXUS kept going — continuously recalculating each country's probability of progressing as reality changed around it.
04 — THE IMPACT
The Impact
This is bigger than picking a winner. Sport is full of decisions made before the outcome is known — from performance and recruitment to pricing, sponsorship, media and inventory. NEXUS demonstrates what becomes possible when those decisions can start with a more accurate view of what is likely to happen next.







