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
South Africa have won 31% of games entering as underdogs (52W from 167). A strong record against the odds.
Only 3 historical meeting(s). Ratings carry the most weight in this prediction.
South Africa keep 41.2% clean sheets vs Panama's 28.7%, a 12pp gap that could be decisive in a tight contest.
Both teams are evenly matched in recent form: South Africa 3/10, Panama 4/10. A closely contested match is expected.
13.2% of South Africa's games end goalless, well above the global average, suggesting a low-scoring match.
Both teams are major tournament winners. South Africa's most recent title: 2021. Panama's most recent title: 2009.
AI Match-Up Evaluation
Sign in to unlock the AI-generated match-up evaluation, predicted winner and editorial verdict.
Head-to-Head Record
3 meeting(s) · 2005-2026
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.