The best AI for football prediction today is not a single model — it is an ensemble architecture that layers Poisson goal-expectation modelling, Dixon-Coles low-score correction, Elo cross-validation, and market calibration via Shin's method into a unified pipeline. No standalone neural network, no single-stat system, and no marketing-branded 'AI' that hides its methodology behind vague claims comes close to a transparently documented, multi-gate ensemble in long-run predictive accuracy.
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