Match-Up Lab
Pre-match analysis powered by rating models, historical head-to-head records, and contextual signals.
Pick a Match-Up
Choose any two teams and the rating model will compute win, draw, and loss probabilities along with expected goals.
Rating-Based Prediction
WFS predictor · expected score + venue adjustment · drawn from full historical performance
Key Factors
Rating-model adjustments and contextual signals that could influence the outcome
France won 8 of their last 10 games; Brazil won 5. Current form favours France.
Combined avg of 3.97 goals per game. Expected total for this match: 2.6 (Over 2.5 probability: 47%).
The 17-meeting rivalry is exceptionally balanced: 7W for Brazil, 6W for France, 4 draws. Never count either side out.
Brazil keep 45.0% clean sheets vs France's 35.7%, a 9pp gap that could be decisive in a tight contest.
Both teams are major tournament winners. Brazil's most recent title: 2019. France's most recent title: 2020.
Brazil's longest unbeaten run is 36 games vs France's 30. Brazil have shown greater resilience historically.
AI Match-Up Evaluation
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Head-to-Head Record
17 meeting(s) · 1992-2026
Comparative Profile
Era-aware metrics use only games from the last 10 years.
Rating Trajectory (Last 2 Years)
Both teams' rating lines overlaid · convergence / divergence analysis
Rolling Win Rate (20-Game Window)
Rolling win rate comparison · which team is in better current form?
Scenario Modeller
Adjust venue and rating parameters to see how the prediction changes in real time.
Adjust parameters above to see real-time probability changes
Recent Meetings
If they play 100 times
Scoreline distribution from the WFS predictor. Each cell shows how often that score would occur out of 100 simulated games: amber for home wins, slate for draws, violet for away wins.