Champions-league
3 articles
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UEFA Champions League Knockout Probability Model: Simulating the Road to the Final via On-Chain Orderbooks
Combining Elo club ratings, squad market depth, and Polymarket CLOB implied probabilities to project the Champions League winner.
Liam GallagherOct 24, 20265 min
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Why Mid-Block Transitions Beat High Pressing in UEFA Champions League Away Legs
European knockout ties punish reckless pressing. Our telemetry desk breaks down PPDA and direct-attack speed in Champions League quarter-finals.
Oliver HartleyOct 23, 20266 min
Real Madrid, Bayern Munich and the Art of Second-Half Champions League Overloads
How elite Champions League managers manipulate left-side half-spaces to isolate opposition full-backs after the 60th minute.
Clara MendesOct 22, 20267 min
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Compare non-penalty expected goals (npxG) against live Polymarket orderbook prices before kickoff.
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