Agent Lab — a live forecast exhibit · Applied AI
← Bracket
Knockout stage · Round of 16 · projected slot

Germany v France

The single most-likely pairing for this Round of 16 slot across 10 000 simulations conditioned on results so far — it occurs in 19.5% of them. Early-round slots are fed by dozens of group permutations, so no single matchup dominates; the figure firms as groups resolve. The model's head-to-head read is at a neutral venue.

Who advances from this slot

Germany
46%
to advance
Favoured
France
54%
to advance

Conditional win probability for this pairing — knockouts resolve in extra time / penalties when level.

The model's head-to-head (neutral venue)

Outcome (regulation) GER win Draw FRA win Likely score xG
Probability 33.2% 25.9% 40.9% 1–1 1.25–1.42

Regulation W/D/L from the fitted ratings; a knockout would carry the draw share into extra time and penalties.

Both sides

Strength
83.7
Reach R16
66.5%
Champion
5.6%
Strength
85.0
Reach R16
63.1%
Champion
7.3%

How they reach this slot

The agent

The agent reads confirmed fixtures, not projected pairings. Its factor-by-factor read, web-search trace, and grade will appear here once the groups resolve and this slot becomes a scheduled knockout match.