Category · 71 articles

World Cup 2026

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.

The Shootouts: Rarer, Earlier, and a Reprieve That Never Lasted

Retro #4 closes the series: the shootout rate fell to 12.5% of knockout games from 2022's 31%, all four came early, and survivors went 1-3 next time out.

3 August 20264 min read

The Groups Told the Truth: How June Predicted July at the 2026 World Cup

Retrospective #3: group-stage points strongly predicted knockout survival — 9-point teams went 3-for-3, 4-point teams 2-for-11, and the final four all ranked top-8.

31 July 20264 min read

Did 48 Teams Dilute the World Cup? The Goals Moved, the Final Rounds Tightened

Retrospective #2: 2026's groups had triple 2022's blowout rate — and the knockouts were tighter than 2022's, with zero four-goal margins in 32 games.

27 July 20265 min read

The Knockout Autopsy: Identity Beat Form at the 2026 World Cup

Retrospective on all 28 decided knockout games: pre-match possession average predicted winners at 82%, nearly matching in-game shots on target. Goals form came last.

24 July 20265 min read

Spain 1-0 Argentina: The Wall Wins the World Cup

Spain win the 2026 World Cup 1-0. Argentina held to two shots and none on target, the 10-goal bronze final, and the closing ledger of all 104 matches.

20 July 20266 min read

The 2026 World Cup, By the Numbers: Just Under 3 Goals a Game

The 2026 World Cup, by the numbers from completed matches only: goals per game vs 2022, draws, and blowouts. The final numbers, across all completed matches.

19 July 20266 min read

Spain v Argentina: One Goal Conceded Meets Nineteen Scored

The 2026 final previewed from 102 matches: Spain's one goal conceded meets Argentina's 19 scored. Profiles, rest math, common opponents, fault lines.

18 July 20266 min read

England 1-2 Argentina: Seven Wins From Seven, and the Final Is Set

Argentina beat England 2-1 on a three-day turnaround — 64% of the ball, 15 shots to 5. The July 19 final is set: Spain v Argentina, the last two unbeaten.

17 July 20266 min read

France 0-2 Spain: Two Shots on Target, and the Streak Dies

Spain beat France 2-0 with just two shots on target — the 11-game SoT streak dies, Spain's ledger hits 13-1, and both attacks finish level on 120 shots.

17 July 20265 min read

France–Spain and England–Argentina: The Semi-Finals in Data

Semi-final preview from 100 matches: France and Spain took exactly 110 shots each, England and Argentina swapped styles mid-tournament, Argentina rest 3 days.

13 July 20266 min read

The Quarter-Finals Close at Three Goals a Game: England and Argentina Complete the Semis

England 2-1 Norway and Argentina 3-1 Switzerland close a 12-goal quarter-final round — the highest-scoring stage yet. Semis: France-Spain, England-Argentina.

12 July 20264 min read

Spain 2-1 Belgium: The Clean-Sheet Streak Ends, the Semi Is Set

Spain concede their first goal of the tournament and win anyway — 67.9% of the ball, 17 shots to 5. France v Spain, July 14: a 16-2 attack against an 11-1 fortress.

11 July 20264 min read

France 2-0 Morocco, Again: The First Semi-Finalist, by the Numbers

France beat Morocco 2-0 — the same scoreline as their 2022 semi-final — on 48% possession and 22 shots to 5. The ledger behind the tournament's first semi-finalist.

10 July 20264 min read

Switzerland Makes Eight: The Quarter-Final Bracket, by Rest Days

The fixture list names Switzerland as the eighth quarter-finalist. The full bracket is set, and the rest math is nearly fair — except Belgium's 3-day turnaround.

9 July 20264 min read

The Quarter-Final Field, by the Numbers: Part Two

Spain haven't conceded in five games, Belgium shoot more than anyone, Argentina are perfect — and the eighth chair is one of two opposites, both profiled.

8 July 20265 min read

The Round of 16 Closes With Its First Goalless Game

Argentina survive Egypt 3-2, Switzerland and Colombia play the knockouts' first 0-0, and the fourth shootout leaves the last quarter-final seat unnamed.

8 July 20264 min read

The USA's World Cup, by the Numbers: A Home Run That Thinned Out

The host's file: 3W-2L, plenty of possession, and shots on target that read 6, 2, 7, 2, 2 — the American attack shrank each round until Belgium exposed it.

7 July 20264 min read

All Three Hosts Are Out: The Round of 16, Six Games In

Canada, Mexico and the USA fell on three straight nights. Spain and Belgium join the last eight, R16 scoring holds at 3.0 a game — and an early pattern evens out.

7 July 20264 min read

Do Corners Matter? 184 Team-Games of 2026 World Cup Evidence

The team that wins the corner count wins the match 52% of the time — a coin flip. What 184 team-games say about football's most over-celebrated statistic.

6 July 20264 min read

Norway's World Cup, by the Numbers: The Most Clinical Team Left

Norway's first World Cup since 1998, quantified: four wins in five, a 22.6% conversion no rival matches, no clean sheets, and 66% of the ball against Brazil.

6 July 20265 min read

The First Four Quarter-Finalists, by the Numbers

Full-tournament statistical profiles of Morocco, France, Norway and England — record, scoring, possession, shot volume and conversion across five games each.

6 July 20265 min read

Round of 16 at Halfway: Two Hosts Out, and the Busier Attack Keeps Losing

Four of eight last-16 ties are done: Morocco, France, Norway and England advance, Canada and Mexico are out — and the team with more shots lost three of the four.

6 July 20264 min read

World Cup 2026 Knockout Stage Results, by the Numbers: All 32 Games

Every 2026 World Cup knockout result in one table — all 32 games, scoring down from the groups, more than half decided by one goal, and four shootouts.

5 July 20269 min read

The 2026 World Cup Is Cooling Off — and Still the Highest-Scoring in Generations

Through 54 completed matches, the 2026 World Cup is averaging 2.98 goals a game — cooling from 3.26 early, yet still the highest-scoring World Cup since 1970.

25 June 20264 min read

The Clean Sheet Is the Most Valuable Thing at the 2026 World Cup

Through 44 matches, a team keeping 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.

23 June 20265 min read

We Built a World Cup Prediction Model — Then Backtested It on 2022

A transparent Poisson prediction model, fit only on 2022 group-stage scores and Monte-Carlo'd through the real knockout bracket 20,000 times.

23 June 20266 min read

Clinical or Wasteful? Shot Conversion at the 2026 World Cup

Through 41 completed matches, about 35% of shots on target at the 2026 World Cup have become goals. Why most team extremes are luck, not skill.

22 June 20264 min read

Discipline and Defeat: The 2026 World Cup's Cards and Fouls So Far

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.

21 June 20264 min read

More Draws and More Blowouts: The 2026 World Cup Is More Polarized Than 2022

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%).

20 June 20264 min read

Possession Is Overrated: What Actually Wins Games at the 2026 World Cup So Far

Across the first 32 completed 2026 World Cup matches, the higher-possession team won just 64% of decisive games — the team with more shots on target won 84%.

19 June 20265 min read

Reading xG Live During a Tournament Without Overreacting

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.

15 June 20268 min read

Simulating the Knockout Rounds: Why Favourites Lose More Than You'd Think

How to simulate a single-elimination bracket and why the best team wins far less often than its match odds suggest. The variance of one-and-done football.

15 June 20269 min read

Build a Knockout Bracket Simulator in Python: From 32 Teams to Title Odds

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.

8 June 20266 min read

Build a Tournament xG Tracker in Python: From Match Table to Cumulative Performance

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.

8 June 20265 min read

Chart a Century of World Cup Goals in Python: Goals per Game, Year by Year

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.

8 June 20266 min read

Reading a World Cup Shot Map: Dots Sized by Danger

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.

8 June 20267 min read

Simulate a World Cup Group in Python: From Team Strengths to Advancement Odds

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.

8 June 20266 min read

Data Sources to Follow World Cup 2026: Where the Real Numbers Live

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.

7 June 20266 min read

Don't Overfit the Knockouts: Reading a Short Tournament Without Fooling Yourself

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.

7 June 20267 min read

Group-Stage Narratives vs Numbers: Which Stories Survive the Knockouts

'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.

7 June 20266 min read

How to Watch the World Cup with xG: The Story Under the Scoreline

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.

7 June 20267 min read

Preparing for Penalties: What the Data Says About Shootout Prep

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.

7 June 20265 min read

Altitude and Heat at the 2026 World Cup Venues

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.

6 June 20265 min read

Confederations at the World Cup: Can 2026 Break the Duopoly?

Every champion has come from Europe or South America. How each confederation has fared, and whether expanded 2026 slots can finally break the duopoly.

6 June 20265 min read

How to Spot a World Cup Dark Horse

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.

6 June 20265 min read

Squad Depth and the Five-Sub Era at World Cup 2026

Five substitutes, a longer bracket, and summer heat. Why squad depth matters more at the 2026 World Cup than at any tournament before it.

6 June 20265 min read

Will 48 Teams Mean More World Cup Upsets?

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.

6 June 20265 min read

Extra Time and Late Goals: The Data Behind World Cup Drama

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.

5 June 20265 min read

How a World Cup Simulation Works

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.

5 June 20265 min read

How Models Rate the Field Before a World Cup Is Played

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.

5 June 20265 min read

What Actually Predicts a Deep World Cup Run

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.

5 June 20265 min read

A Data History of the World Cup Final

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.

4 June 20265 min read

Group-Stage Survival: The Points Math of Getting Out

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.

4 June 20265 min read

How Debutants Fare at the World Cup

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.

4 June 20265 min read

How World Cup Tactics Evolved

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.

4 June 20266 min read

The Golden Boot: A World Cup Goalscoring History

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.

4 June 20265 min read

A Century of World Cup Scoring, Charted

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.

3 June 20265 min read

How Often Does the Favourite Win the World Cup?

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.

3 June 20265 min read

The Most Improbable World Cup Runs, by the Numbers

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.

3 June 20265 min read

Set Pieces at the World Cup: The Margins That Decide Tournaments

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.

3 June 20265 min read

World Cup Goalkeeping: How Shot-Stopping Wins Tournaments

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.

3 June 20266 min read

The Biggest World Cup Upsets, by the Numbers

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.

2 June 20265 min read

Host-Nation Advantage at the World Cup: The Record of the Home Team

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.

2 June 20266 min read

Is There Still a Group of Death?

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.

2 June 20265 min read

Why the World Cup Expanded to 48 Teams

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.

2 June 20265 min read

A Statistical History of the World Cup Penalty Shootout

Since 1982 the World Cup has been decided by penalties more than once. A statistical history — conversion rates, the going-first edge, famous misses.

2 June 20265 min read

The Best Third-Place Math: How Eight Extra Teams Reach the Knockouts

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.

1 June 20265 min read

Rest, Travel and Time Zones: The Hidden Variables of 2026

Qatar 2022 fit in one city; 2026 spans a continent. How travel, time zones, and a sprawling host map could quietly shape the tournament.

1 June 20265 min read

The Longest Knockout Bracket: 32 Teams to One

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.

1 June 20265 min read

Why 104 Matches? The Arithmetic of the 48-Team World Cup

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.

1 June 20265 min read

World Cup Group Tiebreakers, Explained

Level on points? The order FIFA breaks World Cup group ties — points, goal difference, goals scored, and the criteria most fans forget.

1 June 20265 min read