How it works, in two steps
The model knows only one thing: the scores of games already played. No player names, no club reputation, no history.
Measure each team's strength
A strong team wins by a lot. A team's strength therefore shows in its average score margin, computed game after game.
But not every 15-13 is worth the same. So the computation adds an adjustment that depends on the opponents' strength.
Reading a strength: "+3" means three points better than the division average. A +3 in Open cannot be compared with a +3 in Women's: divisions never play each other.
Turn a strength gap into a percentage
The favourite is always the team with the greater strength. If both teams have the same strength, each has a 50% chance of winning. The wider the strength gap, the closer the favourite gets to 100%, without ever reaching it.
Favourite's chance of winning: 68%
Curve set on the tournament shown below.
No cheating: every forecast is dated
Every tournament is replayed round by round. Before each round, the model is recomputed with completed games only, never with the games it has to predict. The accuracy shown is what someone following it live would have seen. Each tournament starts from scratch, with no memory of previous ones.
As long as one of the two teams has not played yet, the model gives no forecast. That covers the whole first round of a tournament.
Is it reliable? The record over 36 tournaments
Two questions. Does the model pick the right winner more often than simple methods? And are its percentages right: when it says 75%, does the favourite really win three times out of four?
Against simpler methods
| Method | Right winner | Error |
|---|---|---|
| Ultracks modelEach team's average score margin, adjusted for the strength of the opponents it faced. | 75.7% | 0.168 |
| Elo ratingThe chess rating: the winner takes points from the loser, more so when the win was unexpected. | 70.4% | 0.199 |
| Point differencePoints scored minus points conceded since the start of the tournament, regardless of the opponent. | 75.1% | 0.175 |
| Win rateShare of games won so far; with equal records, no favourite. | 75.5% | 0.197 |
| Coin flip50% for each team: the zero level, for comparison. | — | 0.250 |
Every method was replayed under the same conditions. The error measures the gap between the percentages given and what happened: 0 would be perfect, 0.25 is a coin flip. This is where the model stands out, and it is what matters to simulate a bracket.
Each dot groups the games of one percentage band; the bigger the dot, the more games. On the dashed line, the percentages are exact.
Ideas tested, and dropped
The model only looks at scores. Other information looked promising. Each idea was tested like the model itself, using only games already played, and had to hold on independent data: the first two on the close games of two World Championships, 2026 then 2022. None improved the forecasts reliably.
How scoring is spread across the roster
DroppedDoes a team whose offence relies on two or three players lose close games more often?
Eight ways of measuring concentration were tried. The effect points one way in 2026 and the other way in 2022: that is noise, not a signal.
Point duration
DroppedIs a team that scores quickly on offence and makes points drag on in defence stronger than its score says?
The most serious lead: the effect shows in 2026 but fades in 2022, on twice as many games. A real effect would get clearer with more data; this one vanishes. It was a false positive.
Memory of previous tournaments
DroppedIf a team keeps most of its players from one year to the next, do last year's games help forecast it?
A slight improvement when at least 70% of the roster is the same, but too small to be sure. The only clear benefit: forecasting the first games of a tournament. Within one European season, however, keeping a club's strength from one stage to the next clearly improves forecasts: that is what the seasons do.
What the model does not know
- It only sees scores: no fatigue, no injuries, no wind, no teams easing off once qualified.
- Early in a tournament each pool is a world of its own: comparing two pools assumes they have the same level, which is never guaranteed.
- An 80% forecast is wrong one time in five, by definition. Upsets are part of the game.
2026 Elite Invite Leuven
Accuracy by division and stage
| Scope | Games | Model |
|---|---|---|
| Whole tournament | 48 | 64.6% |
| Open | 16 | 56.3% |
| Mixed | 16 | 62.5% |
| Women's | 16 | 75.0% |
| Pools and crossovers | 24 | 75.0% |
| Brackets and placements | 24 | 54.2% |
12 games without a forecast: one of the two teams had not played yet.
Each dot groups the games of one percentage band; the bigger the dot, the more games. On the dashed line, the percentages are exact.
Ranking by strength
Strength measured at the end of the tournament, next to the final standing.
| # | Team | Strength | Final standing |
|---|---|---|---|
| 1 | Mooncatchers Belgium | +2.7 | 1 |
| 2 | BFD La Fotta Italy | +2.4 | 2 |
| 3 | Wall City Germany | +0.3 | 3 |
| 4 | Cotarica Grandes Italy | +0.3 | 6 |
| 5 | Clapham Great Britain | −0.1 | 4 |
| 6 | Chevron Action Flash Great Britain | −1.1 | 7 |
| 7 | Grut Netherlands | −1.5 | 5 |
| 8 | Bristol Great Britain | −3.0 | 8 |
Every game, with its forecast
For each game, the forecast made before its round and the verdict. Filter by division, stage, day or team. Sort by "Biggest upsets" to find the shocks.
| Date | Stage | Game | Pre-game forecast | Verdict |
|---|---|---|---|---|
| Mon 25 May14:30 | Women'sBracket 1-4 Finals | GRUT 55% | Upset | |
| Mon 25 May12:45 | MixedBracket 1-4 Finals | Tiefseetaucher 55% | Favourite won | |
| Mon 25 May12:30 | Women'sBracket 5-8 Finals | Tequila Boom Boom 65% | Favourite won | |
| Mon 25 May12:30 | Women'sBracket 5-8 Finals | Jinx Midnight 60% | Favourite won | |
| Mon 25 May12:30 | Women'sBracket 1-4 Finals | Mooncup 72% | Favourite won | |
| Mon 25 May11:00 | OpenBracket 1-4 Finals | BFD La Fotta 50% | Upset | |
| Mon 25 May10:45 | MixedBracket 5-8 Finals | DiscoBolo 50% | Upset | |
| Mon 25 May10:45 | MixedBracket 5-8 Finals | Left Overs 58% | Favourite won | |
| Mon 25 May10:45 | MixedBracket 1-4 Finals | Mosquitos 65% | Upset | |
| Mon 25 May09:00 | OpenBracket 5-8 Finals | Chevron Action Flash 56% | Favourite won | |
| Mon 25 May09:00 | OpenBracket 5-8 Finals | Cotarica Grandes 76% | Upset | |
| Mon 25 May09:00 | OpenBracket 1-4 Finals | Clapham 62% | Upset | |
| Sun 24 May18:15 | Women'sBracket 5-8 | Jinx Midnight 69% | Favourite won | |
| Sun 24 May18:15 | Women'sBracket 5-8 | Tequila Boom Boom 78% | Upset | |
| Sun 24 May18:15 | Women'sBracket 1-4 | Mooncup 71% | Upset | |
| Sun 24 May18:15 | Women'sBracket 1-4 | GRUT 61% | Favourite won | |
| Sun 24 May16:30 | OpenBracket 5-8 | Cotarica Grandes 79% | Favourite won | |
| Sun 24 May16:30 | OpenBracket 5-8 | Bristol 76% | Upset | |
| Sun 24 May16:30 | OpenBracket 1-4 | Wall City 64% | Upset | |
| Sun 24 May16:30 | OpenBracket 1-4 | Mooncatchers 68% | Favourite won | |
| Sun 24 May14:45 | MixedBracket 5-8 | Disconnection 59% | Favourite won | |
| Sun 24 May14:45 | MixedBracket 5-8 | Left Overs 75% | Favourite won | |
| Sun 24 May14:45 | MixedBracket 1-4 | Tiefseetaucher 85% | Favourite won | |
| Sun 24 May14:45 | MixedBracket 1-4 | Mosquitos 56% | Upset | |
| Sun 24 May13:00 | Women'sPool B | Jinx Midnight 78% | Favourite won | |
| Sun 24 May13:00 | Women'sPool B | Mooncup 58% | Favourite won | |
| Sun 24 May13:00 | Women'sPool A | GRUT 88% | Favourite won | |
| Sun 24 May13:00 | Women'sPool A | BFD Shout 54% | Favourite won | |
| Sun 24 May11:15 | OpenPool B | Cotarica Grandes 76% | Favourite won | |
| Sun 24 May11:15 | OpenPool B | Clapham 62% | Upset | |
| Sun 24 May11:15 | OpenPool A | BFD La Fotta 73% | Favourite won | |
| Sun 24 May11:15 | OpenPool A | Mooncatchers 88% | Favourite won | |
| Sun 24 May09:30 | MixedPool B | Tartu Turbulence 69% | Favourite won | |
| Sun 24 May09:30 | MixedPool B | Tiefseetaucher 97% | Favourite won | |
| Sun 24 May09:30 | MixedPool A | Left Overs 65% | Upset | |
| Sun 24 May09:30 | MixedPool A | Mosquitos 86% | Favourite won | |
| Sat 23 May19:15 | OpenPool B | Clapham 56% | Favourite won | |
| Sat 23 May19:15 | OpenPool B | Wall City 56% | Favourite won | |
| Sat 23 May19:15 | OpenPool A | Chevron Action Flash 56% | Upset | |
| Sat 23 May19:15 | OpenPool A | Mooncatchers 56% | Favourite won |
Times in the tournament's local time. Data: official results published by the organisers (Ultiorganizer, WFDF); forecasts issued before each round, using completed games only.