Turkey 0–1 Paraguay: how the Jarvis supercomputer's prediction held up

Turkey 0–1 Paraguay: a shock inside 120 seconds in Group D

Group D's must-win clash at Levi's Stadium in World Cup 2026 ended with a result few saw coming: Paraguay beat Turkey 1–0 thanks to Matias Galarza's strike in the 2nd minute. Both teams walked out with a clean zero on the standings, meaning a defeat was almost synonymous with the door to the next round slamming shut, and that very pressure made Turkey's lightning-quick concession all the more brutal.

Before kick-off, the Jarvis supercomputer model had installed Vincenzo Montella's side as clear favourites on the strength of their squad depth and superior attacking quality. But football does not follow probability so obediently: Paraguay, thrashed 1–4 by the USA in the opening round, picked this exact match to prove they had not given up.

How it unfolded: one 2nd-minute moment settled everything

The script was all but written the moment the whistle blew. In the 2nd minute, Matias Galarza, Paraguay's number 23 in midfield, delivered the killer blow that left goalkeeper Uğurcan Çakır picking the ball out of his net. No penalty, no own goal, just a cold-blooded finish from the side rated the underdog, and it proved to be the only goal of the match.

The rest was the familiar tale of games with a goal scored too early: Turkey were forced to push forward in search of an equaliser with creative names such as Çalhanoğlu, Güler, Yıldız and Aktürkoğlu, while Paraguay dropped back to protect their lead with a defensive block organised around the centre-back pairing of Gustavo Gómez and Junior Alonso. Just as Jarvis had warned about the South American side's counterattacking threat, Paraguay let their opponents control the play without ever once breaching Orlando Gill's goal.

The 90 minutes passed and the 0–1 scoreline held firm to the end. For Turkey, it was an utterly frustrating night for an attack once billed as their strongest weapon; for Paraguay, it was a commendably disciplined display just days after their defence had been torn apart by the USA.

Against the Jarvis prediction: the result fell on the 24.5% branch

Before the match, the Jarvis supercomputer model produced the following 1X2 probabilities: Turkey to win at 47.1%, a draw at 28.4% and Paraguay to win at just 24.5%. In other words, a win for the South American side was the least likely of the three branches, and reality picked exactly that one. On a pure 1X2 basis, this was a miss for Jarvis.

Even so, the numbers deserve to be read for what they truly mean: 24.5% is not 0%. For every four times this match is played, Paraguay win roughly once, and the time written into the history books was that one. Jarvis's pre-match analysis had also spelled out the threat posed by Paraguay's counterattacking style, the factor that kept their win probability from being pushed any lower. What the model could not quantify was a goal conceded in the 2nd minute, the moment that shattered the entire structure of the game Turkey wanted to impose.

The starting line-ups

Turkey lined up with goalkeeper Uğurcan Çakır (23) between the posts; a back four of Merih Demiral (3), Abdülkerim Bardakçı (14), Mert Müldür (18) and Ferdi Kadıoğlu (20); a midfield pairing of Hakan Çalhanoğlu (10) and İsmail Yüksek (16) pulling the strings; and ahead of them four attacking options in Kerem Aktürkoğlu (7), Arda Güler (8), Kenan Yıldız (11) and Yunus Akgün (19). A distinctly attack-minded line-up that ultimately failed to score a single goal.

For Paraguay, goalkeeper Orlando Gill (12) played behind a defence of Omar Alderete (3), Juan José Cáceres (4), Junior Alonso (6) and rearguard captain Gustavo Gómez (15); the midfield featured Diego Gómez (8), Miguel Almirón (10), Andrés Cubas (14) and the hero Matias Galarza (23); up front were Julio Enciso (19) and Isidro Pitta (25). It was this muscular midfield structure that choked off Turkey's supply of creativity.

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Verdict: reviving three points for Paraguay, red alert for Turkey

From being doubted after their 1–4 loss to the USA, Paraguay left Levi's Stadium with three points as good as gold and a place back in the Group D race. Turkey, by contrast, remain empty-handed after two rounds despite boasting a squad rated far higher, a harsh reality for a team that entered the tournament as favourites.

For Nhipbong, this match is a textbook reminder of what probability-based prediction really is: Jarvis correctly identified who was favourite and who was underdog, but football always leaves room for the 24.5% branch to have its say. One 2nd-minute moment from Matias Galarza was all Paraguay needed to rewrite the script the model had drawn up.