New York Lotto: AI prediction and backtest – what are "statistical" lines worth?

Backtest: Quick Pick lines vs hot lines (12 months)

For each of the 105 draws from 25.10.2025 to 24.10.2026, each group plays 10 lines: random Quick Pick versus lines built from the 15 most drawn numbers over the previous 100 draws. The Bonus number are random in both groups so that only the main numbers are compared. 1,050 lines per group in total.

Result: the difference between the two groups is not statistically significant (chi² = 1.64, p = 0.651). It stays within what pure chance produces for a sample of this size.

AI prediction (k nearest neighbours)

For each draw, the model looks for the 7 past moments whose preceding 3 draws most resembled the current ones and plays the numbers most often drawn next. It is reapplied after every draw and never sees the future. 300 draws evaluated from 13.12.2023 to 24.10.2026.

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