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Match Prediction Engine

How to Read Model Confidence

What does 65% mean?

When a model predicts Team A at 65%, it means that in similar situations historically, Team A won about 65 out of 100 times. It's not a guarantee — it's a probability based on patterns the model has learned.

High confidence vs low confidence

80%+ — The model is very confident. One team has a clear advantage in skill, form, or matchup. These predictions are correct about 75-85% of the time.

60-70% — Moderate confidence. The favored team has an edge but upsets happen regularly. About 65% accuracy.

50-55% — Coin flip. The model sees no clear advantage. We hide these predictions (shown as 50/50) because they carry no useful signal.

Multiple models disagree — what now?

If ELO says 70% Team A but MIND says 60% Team B, the matchup is genuinely uncertain. Different models weigh different factors:

When models disagree, the match is likely to be close.

Why we only predict Top & Major tier

Our models achieve strong accuracy on top-tier matches where we have rich data about both teams. For lower-tier matches with unknown teams, predictions drop to ~50% — no better than a coin flip. We only show predictions where they add real value.

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