Explained with data

The house doesn’t need luck. It has arithmetic.

Simulations, 235,000 matches with real odds and official Spanish gambling data to understand what really happens to the money people bet.

Every section can be read two ways: in plain mode, without jargon, or in technical mode, with the formulas, methods and code.

  • Median player
  • Average
  • 90% of players
  • Middle 50%
Starting moneyAverageMedian
2,000 simulated players bet €1 on red 1,000 times, each starting with €100. The median player ends with €72; only 18% finish ahead.
Roulette, slots, lotteries and sports betting A simulator for each game: spin the wheel, pull the lever and work out your odds. Methods Sources, statistical techniques, code and limitations. Worried about your gambling? Helplines, self-exclusion and practical steps.

About

Made by Ángel Zamora Martínez, PhD in Psychology and digital health data analyst. The simulations are written in TypeScript and covered by tests; the odds analysis is a reproducible Python pipeline. All the code is open.

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