Powered by a custom LightGBM Upset Prediction Model, thoroughly backtested against massive odds data from the 2018 & 2022 World Cups.
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Multi-dimensional Baseline
Integrates odds data from the 2026 Qualifiers and nearly a thousand Tier-A international matches (2023-2026) to build the latest team strength profiles.
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Dual-core Evaluation
Deep dives into underlying metrics like shot conversion and possession dominance to quantify each team's "Dominance" and "Resistance" under pressure.
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AI Upset Detection
Utilizes opening and live odds differentials from major bookmakers (e.g. B365, Pinnacle), using highly robust algorithms to capture hidden anomalies and pinpoint upset opportunities.