Analysis of the structural and commercial forces shaping the World Cup — on the pitch and in the business behind it.
World Cup
The most-used measure of a manager has a blind spot: the starting point. Across 433 tenures at 49 clubs, those handed a club in the top 10% of its own history lost 34 Elo points on average, while those who inherited a bottom-40% slump gained 62. That's how Guardiola's Bayern reads as −60 and Klopp's
World Cup
We handed an algorithm 49 clubs' rating histories and told it nothing about managers, takeovers or transfers. It found 162 regime changes on its own — the named appointments slot in afterward, and the rating moves a season after the manager walks in. Explore every club's fingerprint in ManagerScope,
World Cup
Score first and it's three-quarters over. Across 15,381 internationals since 1916 the opener wins 74.4% of the time — but at the World Cup it drops to 70%, the one stage where a lead is least safe.
World Cup
Cross a confederation border at the World Cup and you win 10 points less often, 46.1% against 56.0%. Then pull out the host nation and it falls apart: hosts take 70.3%, their continental neighbours just 53.3%. The border was never the tollbooth — the host's front door was.
World Cup
Tactical style doesn't fade internationally. One style just goes missing. Positional beats Low-Block 66.6% of the time at club level and 63.5% for nations — but 69 club team-seasons ran the Gegenpress, and the entire international dataset holds 16 matches involving it.
World Cup
Possession smothers the press, the press exploits the low block, the low block frustrates possession. Across 4,026 same-tier matchups, one leg holds — Positional beats Low-Block 67% — but the other two run backwards at 39% and 41%, so the loop never closes.
World Cup
Ask a crowd to name the heaviest rivalry among the world's 20 best, and they'll reach for Europe. The map says Mexico-USA, seven meetings, more than any glamour tie on the board — and the continents barely touch beyond it.
World Cup
Germany win 75% from the spot, England win 33%, and both numbers sit comfortably inside the range a coin flip would produce. Across 677 shootouts and 230 nations, only 4 of 96 can be told apart from luck at all.
World Cup
Hosting is worth +17.3 points a game above neutral ground, one of the biggest repeatable edges in the sport. The half nobody checks is whether it rubs off on the neighbours, and across 964 matches the continent gets −3.4 — a confidence interval that crosses zero, meaning nothing at all.
World Cup
Across 16,106 matches the actual draw rate sat half a point off the implied rate. Then a high press meets a possession side: 30.6% draw, against 23.8% priced, and the calm average falls apart.
World Cup
The favourite wins barely half the time, and the league everyone calls unpredictable is the most orderly of all. Across 16,110 matches the Premier League denies the favourite in 46.0% of games; Ligue 1 does it in 49.1%. The richest clubs buy the least drama.
World Cup
Across 1,011 matches, the top 20 nations won 61.5% without their talisman and 56.6% with him. Then you filter to elite opponents and it flips — 36.0% with the star, 29.4% without. The explorer lets you take the illusion apart match by match.