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Results.md

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#Results

##One million games ###Probability Distribution Here is the probability distribution calculated by the simulation with 1 million games. Probability Distribution ###Text Output Here is the output of the program after a run of one million games. The average game lasts about 270 turns.
After every turn, the winning cards are shuffled before being added to the bottom of the winners hand. Shuffling the winning cards speeds up the gameplay and keeps the game from devolving into an infinate loop.

Number of games played: 1,000,000
Shuffle the winning cards every turn
Player 1 wins: 499,958
Player 2 wins: 500,042
Number of infinite loops: 0

Max throws in a game: 2,966
Min throws in a game: 4
Avg throws in a game: 270.621807
Total throws in all games: 270,621,807

Max total wars in a game: 189
Min total wars in a game: 0
Avg total wars in a game: 16.925803
Total total wars in all games: 16,925,803

Max single wars in a game: 174
Min single wars in a game: 0
Avg single wars in a game: 15.053125
Total single wars in all games: 15,053,125

Max double wars in a game: 15
Avg double wars in a game: 0.860591
Total double wars in all games: 860,591

Max triple wars in a game: 3
Avg triple wars in a game: 0.047073
Total triple wars in all games: 47,073

Max quad wars in a game: 2
Avg quad wars in a game: 0.00245
Total quad wars in all games: 2,450

Max quintuple wars in a game: 1
Avg quintuple wars in a game: 8.7E-05
Total quintuple wars in all games: 87

Max sextuple wars in a game: 1
Avg sextuple wars in a game: 7E-06
Total sextuple wars in all games: 7

Max septuble wars in a game: 0
Avg septuble wars in a game: 0
Total septuble wars in all games: 0

##One hundred thousand games This time we ran the simulation on 100,000 games, but we didn't shuffle the winning cards after each turn. You can see that the average game takes much longer (about 594 turns), and about a tenth of the games are unending.

Number of games played: 100,000
Perfect play, no shuffling of cards between turns, infinate loops possible!
Player 1 wins: 45,044
Player 2 wins: 45,438
Number of infinate loops: 9,518

Max throws in a game: 6,516
Min throws in a game: 5
Avg throws in a game: 593.731847218231
Total throws in all games: 53,722,045

Max total wars in a game: 204
Min total wars in a game: 0
Avg total wars in a game: 21.9288
Total total wars in all games: 2,192,880

Max single wars in a game: 193
Min single wars in a game: 0
Avg single wars in a game: 20.20837
Total single wars in all games: 2,020,837

Max double wars in a game: 12
Avg double wars in a game: 0.8112
Total double wars in all games: 81,120

Max triple wars in a game: 3
Avg triple wars in a game: 0.0312
Total triple wars in all games: 3,120

Max quad wars in a game: 1
Avg quad wars in a game: 0.00107
Total quad wars in all games: 107

Max quintuple wars in a game: 1
Avg quintuple wars in a game: 3E-05
Total quintuple wars in all games: 3

Max sextuple wars in a game: 0
Avg sextuple wars in a game: 0
Total sextuple wars in all games: 0

Max septuble wars in a game: 0
Avg septuble wars in a game: 0
Total septuble wars in all games: 0