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
Netherlands and Algeria have never faced each other. The prediction relies entirely on current ratings.
Combined avg of 3.65 goals per game. Expected total for this match: 2.7 (Over 2.5 probability: 51%).
Both teams are major tournament winners. Netherlands's most recent title: 1986. Algeria's most recent title: 2021.
Algeria hold a 29-point rating edge: roughly 4.4% extra win probability on ratings alone.
Shootout record: Netherlands: 3W-8L; Algeria: 10W-10L. Edge goes to Algeria if this match reaches penalties.
Both teams are evenly matched in recent form: Netherlands 7/10, Algeria 7/10. A closely contested match is expected.
AI Match-Up Evaluation
Sign in to unlock the AI-generated match-up evaluation, predicted winner and editorial verdict.
Head-to-Head Record
No previous meetings between these teams
No previous meetings between these teams
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
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.