Insights
Football analysis, statistics, probability education and match context.
Latest Insights
| Insight | Summary | Published | |
|---|---|---|---|
| Probability Is Not Certainty Probability Education | A probability is an estimate under a set of assumptions, not a promise. A 60% estimate still leaves meaningful uncertainty. Read the model context, data coverage and publication ti… | 13 Oct 2026 | Read → |
| Fair Odds and External Prices Are Different Methodology | Calculated fair odds are the reciprocal of an estimated probability before any bookmaker margin. External bookmaker odds are separate market prices and should always include the so… | 13 Oct 2026 | Read → |
| How We Read Team Form Match Analysis | Recent results are context, not a forecast by themselves. Opponent quality, home and away splits, squad availability, schedule congestion and sample size can change how much weight… | 13 Oct 2026 | Read → |
| Why Data Quality Comes First Data Quality | A missing statistic is not zero. A stale fixture, conflicting score or incomplete provider response should be flagged and reviewed before it is used in published analysis. Source c… | 13 Oct 2026 | Read → |