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Quiz · Game · 8 min

Wheel-Bias Detective

A log of 3,000 spins from a wheel that may or may not be biased. Use the Lab tools to find the hot sector, or declare the wheel fair.

Short answer

Five wheels, five verdicts. A heat map, a bar chart with the ±2σ band and a chi-square testlabChi-square testStatistical test comparing observed hits per pocket with the expected n/37. Used to judge whether a wheel is biased.Read full → are on the table; a sector scan is available as a hint at the cost of a point. One of the wheels is fair.

wheels
5
spins each
3,000
max score
10
fair wheels
1

Wheel 1 of 5 · 3,000 spins

click a pocket to accuse it
0321519421225173462713361130823105241633120143192218297281235326
spins3,000
expected per pocket81.1 · σ 8.9
hottest pocket26 · 155 hits · 8.3σ
chi-square · p197.6 · < 0.001
E0pockets in wheel order from 0 · hits

Scoring

9–10: Jagger would have wanted you watching the wheel.

6–8: you can read a heat map and resist a false positive.

3–5: you found the strong ones; the subtle bias and the fair wheel are the test.

Under 3: read How to Detect Wheel Bias and Sample Size. Three thousand spins is barely enough for a strong bias and not enough for a subtle one.

What makes it hard

On a fair wheel with 3,000 spins the expected count per pocketequipmentPocketOne of the 37 numbered compartments on the rotor. Also: slot, cup.Read full → is 81 and the standard deviationmathStandard deviationSquare root of variance; the typical distance of a result from the expected value.Read full → is about 9, so a few pockets will sit outside the ±2σ band by chance alone. A biased pocket at +40% sits around 113, about 3.5σ; at +20% it is around 97, under 2σ, and invisible in a single pocket. SectorswheelSectorA contiguous arc of pockets on the wheel, as distinct from a group on the layout.Read full → add up: the 5-pocket scan is how real bias players found wheels, because adjacent pockets share a mechanical fault.

Questions

Why is one wheel fair?

Because the hardest skill in bias play is not finding a hot sector; it is not finding one that is not there.

How many spins would really be needed?

Thousands for a strong bias; tens of thousands for a subtle one. Jagger’s family watched the wheels for weeks.

Comic relief

Find the sector. Or admit there isn’t one.

Find the sector. Or admit there isn’t one.

Sources

  1. Barnhart, R. T. Beating the Wheel. Lyle Stuart, 1983.
  2. Pearson, K. “On the criterion that a given system of deviations from the probable…” Philosophical Magazine 50(302), 1900.
reviewed 2026-09-28model: European, single zeromethodology ↗sources ↗