A '99 percent football prediction site' that never loses is a statistical impossibility — not a marketing exaggeration, but a mathematical certainty. Binomial variance alone guarantees losing streaks even for a genuinely skilled 70% model, and confidence intervals calculated over realistic sample sizes make 99% accuracy claims empirically unfalsifiable. This guide deconstructs those claims with worked probability examples and gives you an auditing checklist to evaluate any prediction platform objectively.
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