Using the Stop button to end a game does not affect the game’s outcome.

The sole purpose of the Stop button is to let players see the results faster. The outcome of the game is always randomly determined at the moment the Play button is pressed.

Since every game is programmed to last a required minimum of three seconds, you can’t end a game until those three seconds are up.