WillWin
a technical experiment in AI-driven sports forecasting
A technical experiment: the 2026 World Cup, forecast nightly by a single language model.
Spain is the clear favorite to win the 2026 World Cup, followed closely by France and England, with Argentina and Germany rounding out the top five.
WillWin asks a 32-billion-parameter local language model to read the public record on every qualified team — official rankings, Elo, recent form, squad news, public market consensus, and the Opta supercomputer's published prior — and emit a single structured forecast. We average five runs and publish the result here, daily, with no edits and no human intervention. The model owes nothing to a sportsbook and we sell nothing.
- Model
- qwen3-32b
- Runs averaged
- 5
- Data quality
- 86%
- Sources
- 8
- Data points
- 418
The model's top twelve
probability of winning the tournament- 01 ES 17.2% +0.0 +3.4Spain Group A · uefa
Dominant squad with elite midfield and attacking depth.
- 02 FR 14.1% +0.0 -1.2France Group B · uefa
Loaded with world-class talent and defensive solidity.
- 03 GB-ENG 11.8% +0.0 +0.0England Group C · uefa
Strong youth core and experienced leadership.
- 04 AR 8.7% +0.0 -2.4Argentina Group G · conmebol
Lionel Messi's final World Cup with a balanced squad.
- 05 DE 7.1% +0.0 +1.1Germany Group E · uefa
Returning to form with a dynamic midfield.
- 06 PT 6.6% +0.0 -0.3Portugal Group F · uefa
Cristiano Ronaldo's farewell tour with emerging stars.
- 07 BR 5.6% +0.0 +0.6Brazil Group D · conmebol
Talented but inconsistent with key injury concerns.
- 08 US 5.6% +0.0 +0.0United States Group D · concacaf
Home advantage with rising young talent.
- 09 NL 5.2% +0.0 +0.4Netherlands Group H · uefa
Experienced squad with defensive resilience.
- 10 CO 2.0% -0.1 +0.0Colombia Group L · conmebol
High-scoring attack but shaky defense.
- 11 BE 1.9% -0.3 +0.5Belgium Group I · uefa
Veteran leadership but declining form.
- 12 UY 1.7% -0.3 +0.7Uruguay Group K · conmebol
Compact defense but limited creativity.
How the model has moved
Five top contenders, six weekly snapshots. Spain has crossed France for the first time this cycle. Argentina has shed nearly three points since early March as the model re-weights age.
Model vs. the field
Where this AI disagrees with the Opta supercomputer and public market consensus. Largest gaps: Argentina (model -2.5pt vs. market), Brazil (-1.4pt), Spain (+0.4pt).
Dark horses the model is watching
- Morocco 1.2%
Defensive organization and surprise factor from Atlas Lions.
- Türkiye 1.0%
Home support and young attacking trio could propel them.
- Japan 0.9%
Technical prowess and disciplined play.
- Switzerland 0.8%
Consistent performers with pragmatic tactics.
Twelve groups, forty-eight teams
Top 2 + 8 best 3rd → R32- Spain #2
- Morocco #14
- Poland #28
- Mali #53
- South Africa #56
- France #1
- Senegal #17
- Ukraine #27
- Iran #20
- England #4
- Japan #15
- Czechia #38
- Saudi Arabia #58
- Brazil #6
- United States #16
- Norway #31
- Qatar #51
- Germany #9
- Mexico #18
- Wales #33
- Iraq #60
- Portugal #5
- Canada #30
- Paraguay #36
- Uzbekistan #62
- Argentina #3
- Ecuador #24
- Egypt #34
- Costa Rica #47
- Netherlands #7
- Australia #26
- Algeria #37
- Jamaica #64
- Belgium #8
- South Korea #22
- Tunisia #41
- Panama #45
- Croatia #10
- Switzerland #19
- Cameroon #43
- New Zealand #92
- Uruguay #11
- Austria #21
- Ivory Coast #39
- Bolivia #84
- Colombia #13
- Türkiye #25
- Ghana #49
- Venezuela #50
What the model is reading right now
- 01
Spain's depth and balance give them a slight edge over France and England.
- 02
Argentina's group stage draw is favorable, but knockout stage challenges loom.
- 03
The expanded 48-team format increases variance, benefiting underdogs.
- 04
Injuries to key players could dramatically shift tournament dynamics.
- 05
Home advantage for the US adds unpredictability to the bracket.
Eight public sources, a structured prompt, five independent model runs, averaged, published. No human in the loop. No cloud API.