Category · 49 articles
The first 48-team World Cup, read through data.
The 2026 World Cup is the biggest the game has ever staged: 48 teams, 104 matches, three host nations, and a format football has never tried. This series grounds the whole thing in numbers — the arithmetic of the expanded bracket, what recent and historical tournaments tell us about goals, upsets and favourites, and a clearly-labelled, model-driven preview of the field.
Everything here is written before a ball is kicked, so you'll find no results, scores or standings — those don't exist yet. What you'll find instead is honest analysis: the format explained, the history quantified, the methods that turn a draw into probabilities, and runnable code to follow the tournament with your own data.
Through 76 completed matches, the 2026 World Cup is still outscoring 2022 — 2.93 goals a game to 2.69. After an early spike the rate has settled just under 3 a game. The real, sourced numbers on goals, draws, and the blowouts behind them, with honest caveats about a group-stage-only sample. (A living snapshot, refreshed as games are played.)
Through 54 completed matches, the 2026 World Cup is averaging 2.98 goals a game — down from a blistering 3.26 early on, but still comfortably above 2022 (2.69) and 2018 (2.64), and the highest-scoring World Cup since 1970. A refreshed look at where the goals are going as the group stage closes.
Through 44 completed matches, a team that keeps a clean sheet at the 2026 World Cup averages 2.45 points and wins 73% of the time; a team that concedes averages under 1. Don't concede and you almost can't lose — the data on what a clean sheet is worth.
A transparent Poisson prediction model, fit only on 2022 group-stage scores and Monte-Carlo'd through the real knockout bracket 20,000 times. Its top tier held the eventual champion and two of the four semifinalists — and no team topped 15%, which is the real lesson. Then we apply the same model, with loud caveats, to the 44 completed 2026 matches.
Through 41 completed matches, about 35% of shots on target at the 2026 World Cup have become goals. The USA and Japan have been ruthless (75%); Ecuador have put 16 shots on target and scored none. Why most of those team extremes are luck, not skill.
Through 32 completed matches, the 2026 World Cup is averaging 2.4 yellow cards and 22.8 fouls a game — and the data shows the losing teams are the most carded. A sourced look at discipline, fouls, and whether indiscipline actually tracks defeat.
Through 32 completed matches, the 2026 World Cup has both more draws (31% vs 23% in 2022) and more blowouts (25% of games decided by 3+, vs 14%). The competitive 'middle' is shrinking — exactly what a 48-team field's wider quality range produces.
Across the first 32 completed 2026 World Cup matches, the higher-possession team won just 64% of decisive games — but the team with more shots on target won 84%. Real ESPN boxscore data on what separates winners: quality of chances beats volume beats possession. (Refreshed as games are played.)
How to use expected goals while a tournament is happening without being fooled by one-match noise. What a single game's xG can and cannot tell you, why small samples lie, and the discipline that keeps live xG useful instead of misleading.
How to simulate a single-elimination bracket and why the best team wins far less often than its match odds suggest. Compounding upset probabilities, the variance of one-and-done football, and what a tournament simulation does — and does not — tell you.
From 32 teams to a champion, ten thousand times over. Build a World Cup knockout bracket simulator in Python and turn team ratings into title odds.
Box scores lie; xG keeps count. Build a tournament xG tracker in Python that turns a match-by-match xG table into cumulative team performance and a clean chart.
Ninety years of scoring in one chart. Use Python and matplotlib to plot World Cup goals per game by year - and learn to source and tidy a historical dataset.
Dots sized by danger. A quick visual guide to reading a World Cup shot map — what the circles mean, what to look for, and how it reveals a deserved result.
Four teams, three matchdays, one qualification question. Simulate a World Cup group in Python with a Poisson model and find each team's odds to advance.
Where to get real numbers during the tournament. The free and public data sources for following World Cup 2026 — xG, shot maps, and historical context.
Three group games and a coin-flip knockout aren't much to judge a team on. How to read a short tournament without overfitting to tiny samples.
'They're peaking at the right time.' 'It's a dead rubber.' The group-stage narratives to distrust, and the numbers that actually carry into the knockouts.
The scoreline is the headline; xG is the story underneath. How to watch World Cup matches through expected goals without mistaking one game for a verdict.
A shootout isn't a lottery you can't prepare for. What the data says about penalty prep — order, keeper homework, where to aim, and the going-first edge.
Mexico City sits 2,240m above sea level; summer in Texas bakes. How altitude and heat have shaped past matches and could shape play at the 2026 venues.
Every champion has come from Europe or South America. How each confederation has fared, and whether expanded 2026 slots can finally break the duopoly.
The teams that overperform share a profile: underrated quality, a hot keeper, a kind draw, and a set-piece edge. How to find a World Cup dark horse with data.
Five substitutes, a longer bracket, and summer heat. Why squad depth matters more at the 2026 World Cup than at any tournament before it.
More teams, more games, and a knockout round that starts at 32. Will the expanded World Cup actually produce more upsets? The competitive-balance case, both ways.
Stoppage-time winners, golden goals, and 120-minute marathons. The data behind World Cup drama — when goals arrive, and how often knockouts go the distance.
Run the tournament 50,000 times and count. How a Monte Carlo World Cup simulation works, what goes into it, and why two good models disagree on the favourite.
Before a ball is kicked, a number rates every team. How Elo- and SPI-style power ratings build a World Cup pecking order, and how they turn into title odds.
Squad quality, a good goalkeeper, and a kind draw. What actually predicts a deep World Cup run — and the things (recent form, friendlies) that don't.
Low-scoring, tense, and increasingly decided after 90 minutes. A data history of the World Cup final — goals, extra time, shootouts, and the 2022 epic that broke the mould.
How many points does it take to get out of a World Cup group? The historical thresholds — and what the new eight-best-thirds rule does to the math.
Most first-timers go home after the group stage — but not all. How World Cup debutants have fared historically, and what 48 teams means for the newcomers.
From the WM and Total Football to tiki-taka and the modern press, the World Cup has been tactics' biggest stage. How the ideas evolved, and what the data shows.
Just Fontaine's untouchable 13, Klose's all-time 16, and the modern races won with six. A history of World Cup goalscoring and the Golden Boot.
From 5.4 goals a game in 1954 to today's tighter affairs. Ninety years of World Cup scoring, charted, and the rule changes that bent the curve.
The pre-tournament favourite lifts the World Cup less often than you'd think. The base rate of favourites winning, and why a short knockout punishes the best team.
Croatia's two finals from a country of four million, Morocco's 2022 semi-final, South Korea 2002. The most improbable runs in World Cup history, by the numbers.
Tight games, dead balls, and the margins that decide tournaments. Why set pieces matter more at the World Cup, and the rise of the corner as a weapon.
A hot goalkeeper can carry a nation. How shot-stopping above expectation swings knockout football, seen through post-shot xG and the keepers who defined tournaments.
USA over England, Senegal over France, Saudi Arabia over Argentina. The biggest World Cup upsets, ranked by the gap between the favourite and the result.
Hosts win more than they should. The historical record of World Cup host nations — the six who lifted it at home, and the data behind home advantage at a tournament.
With 48 teams in four-team groups, is the 'group of death' dead? The seeding-and-strength math behind how hard a group can really be.
More teams, more money, more dead rubbers? The case for the 48-team World Cup, the trade-offs, and the long history of the tournament getting bigger.
Since 1982 the World Cup has been decided by penalties more than once. A statistical history of shootouts — conversion rates, the going-first edge, and the famous misses.
Two from each group isn't enough to fill a 32-team knockout. How the eight best third-placed teams qualify, ranked across groups — and why it's awkward.
Qatar 2022 fit in one city; 2026 spans a continent. How travel, time zones, and a sprawling host map could quietly shape the tournament.
From 32 teams to one. The 2026 knockout bracket adds a full extra round — what the path to the final now looks like, and how many games the winner must survive.
The expanded World Cup runs 104 matches with only 16 more teams. The arithmetic of the new 48-team format, and where every extra game comes from.
Level on points? The order FIFA breaks World Cup group ties — points, goal difference, goals scored, and the criteria most fans forget.
