A football data story · 1998–2022
Silverware
Re-watching the France 2006 final, I was struck by how many legends shared a single starting XI. But were they legends yet — or did that summer make them?
So I counted. For every World Cup squad from 1998 to 2022, I added up the silverware each player had won before kick-off — turning a fuzzy sense of pedigree into a number. Then asked the real question: does the World Cup make legends, or is it won by them?
by Leo Morgan
The anchor · Berlin, 9 July 2006
France vs Italy
One final, two ways of being a legend. We scored every player who started by the club and international silverware he'd already won, then added up each starting XI.
France sent out the far more decorated team— the tournament's #2 squad, carrying about 3.0× the pedigreeof Italy's. Italy's #7-ranked XI leaned on a handful of names — 3 of its eleven starters had never won a major trophy at all.
Starting-XI pedigree — the 2006 final
Each bar sums — and breaks down — the silverware of the eleven who actually started, counting every trophy (club and international) won before the June 2006 kick-off.
How pedigree is scoredthe weights, in one place
Every major trophy a player had won before the tournament — club and country — is worth points by prestige. A player's score is the sum; a squad's score is the sum of its players. More silverware, and more prestigious silverware, means a longer bar.
One simple ladder by competition class — the Champions League on top, the World Cup and Europe's elite just below, and everything outside the top tier scored zero. The story holds under four different weighting schemes.
In every bar that follows, the colour of each segment shows the kind of trophy behind it:
The two XIs, player by player
Each bar is one starter's pedigree, split into the actual trophies behind it — the number on the right is the score in points.
France
starting XI · squad ranked #2
Italy
starting XI · squad ranked #7
The heavier favourites lost. Italy won the final on penalties— and that less-decorated XI went on to define an era: its captain took the Ballon d'Or that very year, and Buffon, Pirlo and Cannavaro are now named among the all-time greats.
So which way does it run? Did the World Cup simply crown legends who were already made — or did it makethem? Berlin says the favourites' cabinet didn't decide a thing. The rest of this story asks whether that's the rule or the exception.
The pattern · seven champions
It’s not a fluke
Berlin wasn’t a one-off. Line up all seven World Cups since 1998 by the winner’s pre-tournament pedigree and the favourites keep missing out — the typical champion went in ranked only #6 of 32.
winners were NOT the most-decorated squad
Only one champion since 1998 went in as the tournament’s #1 by pedigree.
times the pre-tournament favourite won it
Spain 2010 — the lone #1-ranked squad to lift the trophy. The typical champion ranked #6.
| Year | Champion | Pedigree rank | Beaten finalist (rank) |
|---|---|---|---|
| 1998 | France | #6 | Brazil #4 |
| 2002 | Brazil | #7 | Germany #5 |
| 2006 | Italy | #7 | France #2 |
| 2010 | Spain | #1 | Netherlands #8 |
| 2014 | Germany | #3 | Argentina #5 |
| 2018 | France | #6 | Croatia #8 |
| 2022 | Argentina | #4 | France #3 |
“Rank” is each squad’s pre-tournament pedigree standing among all 32, where #1 = most decorated. 6 champions ranked outside the top spot; 5 of them ranked 4th–7th.
The trophy doesn’t go to the fullest cabinet. It goes to a side ranked, more often than not, somewhere in the middle of the favourites — and then turns those players into legends. The World Cup looks like it makes legends more than it’s won by them.
The flip side · favourites who flopped
The fullest cabinets go home early
If the trophy keeps going to mid-pedigree sides, what becomes of the most-decorated squads of all? More often than you’d think — an early flight home.
The most decorated squad ever measured
Spain 2014 — reigning world and European champions, every starter a winner, 100% of the squad holding a major title — were knocked out in the group stage.
…and they’re in good company
Each of these went in as the #1 or #2 most-decorated squad of its World Cup — and didn’t survive the group stage.
The twist · 440 matches
So is silverware worthless?
Finals lost by the favourites, the fullest cabinets out in the group — by now you'd be forgiven for thinking pedigree means nothing. It doesn't mean nothing. Across all 440 World Cup matches since 1998 we lined up the two squads' pedigree against who actually won. Start with the simplest question: in matches that produced a winner, did the more-decorated side come out on top?
of the 332 decisive matches were won by the side with the higher pedigree.
“Decisive” means the match had a winner — draws (and ties settled on penalties) are set aside here. Beating 50% means pedigree carries real signal.
That headline is encouraging, but it ignores draws and how confident the call was. A fuller model, tested on tournaments it never saw, tells a more honest story:
Stronger odds per step up in pedigree
Each one-standard-deviation edge in squad pedigree multiplies the odds of a better result by this much (ordinal logistic regression).
Better than guessing
Out-of-sample improvement in log-loss over a baseline that just guesses the average — trained on six World Cups, tested on the seventh.
Three-way accuracy
Win / draw / loss calls on held-out tournaments. Modest — because draws and upsets are genuinely hard to call.
Club or international?
Adding World Cup & Euro honours makes the legend story richer — but doesn't help prediction. Club pedigree alone is actually the sharper predictor (odds ratio 1.64 vs 1.61). The best players already hold the club trophies too.
Squad or starting XI?
We parsed the actual starting XIs for all but a handful of the 440 matches and re-ran everything. The verdict barely moves — XI pedigree predicts almost identically to the full squad. The most decorated players start anyway.
So pedigree is a real but modest signal. It beats a coin flip and a naive guess — but with 105 draws and 23ties settled on penalties, the World Cup stays gloriously hard to predict. The most decorated team wins more often than not; it just doesn't win the way the trophy cabinet says it should.
Which answers where we began. Does the World Cup make legends, or is it won by them? A full cabinet tilts the odds — it does not lift the trophy. The favourites lose finals, the most-decorated squad of all time goes out in the group, and the average champion went in ranked only #6 of 32. The tournament is where legends are minted, far more than it is where they're merely confirmed.
The honest caveat
This is association, not causation. Elite players win club trophies and get picked by strong nations, so pedigree is tangled up with raw team quality. The fairer next test: does silverware predict outcomes beyond what an Elo rating or squad market value already tells you?
Three more from the data
Legends, made and unmade
The same lens — pedigree going in, versus what actually happened — throws up three more stories worth telling.
The golden generation was real
England’s mid-2000s side genuinely carried elite pedigree — #5 of 32 in 2006, #6 in 2010, a clear cut above their usual standing. And it bought them a quarter-finals and a last 16. The talent was real; the deep run never came.
The kicker: England’s one semi-final of the era came in 2018, ranked #13 — their lowest pedigree of the lot, golden generation long gone.
Deceptively decorated
Croatia arrived at 2022 ranked #8 of 32 by pedigree — ahead of most of Europe — from a nation of under four million. But it’s a mirage of concentration: only 46% of the squad held a title, and three men — Modrić, Kovačić and Perišić — carried 72% of it on the back of Real Madrid and Chelsea silverware.
The number’s real; the depth isn’t — yet that same core dragged Croatia to the 2018 final and the 2022 semis.
The giant-killers
And the exact inverse of Spain 2014: the deepest runs on the thinnest cabinets — sides that reached the semi-finals with almost no silverware between them.
Now it’s your turn · pedigree vs result
The whole argument, in one chart
Every squad at every World Cup: pre-tournament pedigree along the bottom, how far it actually went up the side. If silverware decided everything, the dots would climb cleanly from bottom-left to top-right. They don't — and that gap is the entire thesis. So stop reading and start digging: click any dot to open that squad.
Each dot is one squad at one tournament — green over-performed its pedigree, red fell short. The three labelled dots are the story in miniature: Spain 2014 (most decorated ever, out in the group), Italy 2006 (champions from just #7 by pedigree), and South Korea 2002 (the semis on zero silverware). Filter by year with the chips, hover for detail — and click any dot to open that squad in the explorer.