Rules · Probability · Model validation

Shoot the Gate rules and AI prediction explained

Start with two boundary cards and learn the rules, conditional probability and data analysis. The AI section explains validation and limits; it does not promise profit or the next outcome.

Fix the rules before calculating odds
Statistical simulation · Not an AI prediction52 → 50
01 / RULES

Fix the rules before calculating odds

Shoot the Gate has local variants. Every formula and simulation here states the deck, Ace handling, post rule and scoring convention.

01

What is Shoot the Gate? Rules and terms

Start with boundary cards, the third card, goal, post and outside.

02

Shoot the Gate illustrated: comparing rule variants

Use the same 5 and 9 to compare strict, inclusive and Ace variants.

03

How to calculate Shoot the Gate probability

Count goal, post and outside outcomes in a standard deck without replacement.

Cross validation diagram
02 / MODEL CHECK

AI is not a label for an output

A testable model needs traceable data, chronological splits, a simple baseline and a final set that never influenced training.

  • An AI prediction claim should identify input features, target, training procedure and output meaning. Adding historical frequencies is not a trained model.
  • A model can beat a rules baseline only if inputs contain stable, repeatable signals available at deployment time.
  • Features containing future information, or preprocessing fitted on the test period, create data leakage.
03 / SIMULATION

60-second goal simulator

Two cards form the posts. A third rank strictly between them is a goal, a matching rank hits a post, and every other rank is outside.

60-second goal simulatorStatistical simulation · Not an AI prediction
60
Cards are set. Start the clock, then shoot
!

What this site delivers

The current site contains educational material and a statistical simulation. It is not a prediction model validated on real operational data and does not predict the next round.